Oral Presentations
Talks by contributing authors will be played as watchparty videos, which will appear to all participants in the designated room at the scheduled session time. More information on which papers are included in each session can be found at this link.
Following each talk, there is an allotted time for audience members to participate in Q&A by either posting a question in the “current room” chat, or by approaching a microphone with your avatar and asking aloud.
If you miss a session, you can go into the Media Room of the virtual venue to view talks which were pre-recorded at your convenience.
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Oral Session 1 @ Blue 1 | ML: Reinforcement Learning
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Learning Parameterized Task Structure for Generalization to Unseen Entities
Anthony Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee
Admissible Policy Teaching through Reward Design
Kiarash Banihashem, Adish Singla, Jiarui Gan, Goran Radanovic
Differentially Private Regret Minimization in Episodic Markov Decision Processes
Sayak Ray Chowdhury, Xingyu Zhou
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Oral Session 1 @ Blue 2 | ML: Deep Neural Networks
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win
Utku Evci, Yann Dauphin, Yani Ioannou, Cem Keskin
Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations.
Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao
DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions
Jonathan Raiman
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Oral Session 1 @ Blue 3 | ML: Online and Graph-based Learning
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Shrub Ensembles for Online Classification
Sebastian Buschjäger, Sibylle Hess, Katharina Morik
fGOT: Graph Distances based on Filters and Optimal Transport
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback
Semih Cayci, Yilin Zheng, Atilla Eryilmaz
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Oral Session 1 @ Blue 4 | PRS: Deterministic Planning & Planning and Learning
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds
Brendan Juba, Roni Stern
Efficient Encoding of Cost Optimal Delete-Free Planning as SAT
Masood Feyzbakhsh Rankooh, Jussi Rintanen
Differential Assessment of Black-Box AI Agents
Rashmeet Kaur Nayyar, Pulkit Verma, Siddharth Srivastava
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Oral Session 1 @ Blue 5 | DMKM: Outlier Detection & Knowledge Graphs
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs
Chunpai Wang, Daniel B. Neill, Feng Chen
Out of Distribution Data Detection Using Dropout Bayesian Neural Networks
Andre T. Nguyen, Fred Lu, Gary Lopez Munoz, Edward Raff, Charles Nicholas, James Holt
Fuzzy Logic based Logical Query Answering on Knowledge Graphs
Xuelu Chen, Ziniu Hu, Yizhou Sun
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
On Improving Resource Allocations by Sharing
Robert Bredereck, Andrzej Kaczmarczyk, Junjie Luo, Rolf Niedermeier, Florian Sachse
Truthful and Fair Mechanisms for Matroid-Rank Valuations
Siddharth Barman, Paritosh Verma
Universal and Tight Online Algorithms for Generalized-Mean Welfare
Siddharth Barman, Arindam Khan, Arnab Maiti
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Oral Session 1 @ Red 1 | CV: Video Understanding & 3D CV
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video
Jinseok Bae, Hojun Jang, Cheol-Hui Min, Hyungun Choi, Young Min Kim
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion
Md Mofijul Islam, Tariq Iqbal
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning
Manlin Zhang, Jinpeng Wang, Andy J Ma
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Oral Session 1 @ Red 2 | APP: Games, Optimization & Dynamical Systems
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems
Frederik Baymler Mathiesen, Bin Yang, Jilin Hu
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation
Honguk Woo, Hyunsung Lee, Sangwoo Cho
AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning
Enmin Zhao, Renye Yan, Institute of Automation,Chinese Academy of Sciences)Institute of Automation, Chinese Academy of Sciences；School of artificial intelligence, University of Chinese Academy of Sciences)Institute of Automation, Chinese Academy of Sciences)Institute of Automation, Chinese Academy of Sciences)*
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Oral Session 1 @ Red 3 | CV: Representation Learning
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Learning Network Architecture for Open-Set Recognition
Xuelin Zhang, Xuelian Cheng, Donghao Zhang, Paul Bonnington, Zongyuan Ge
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding
Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Sercan Ö. Arik, Tomas Pfister
Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion
Ruiqi Gao, Jianwen Xie, Siyuan Huang, Yufan Ren, Song-Chun Zhu, Ying Nian Wu
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Oral Session 1 @ Red 4 | SNLP: Robustness, Interpretability & Summarization
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
The King is Naked: On the Notion of Robustness for Natural Language Processing
Emanuele La Malfa, Marta Kwiatkowska
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations
Siddhant Arora, Danish Pruthi, Norman Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation
Nicholas Egan, Oleg Vasilyev, John Bohannon
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Oral Session 1 @ Red 5 | Senior Member Track: Vision & NLP
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Red 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Target Languages (vs. Inductive Biases) for Learning to Act and Plan
Hector Geffner
Anatomizing Bias in Facial Analysis
Richa Singh, Puspita Majumdar, Surbhi Mittal, Mayank Vatsa
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey
Prajjwal Bhargava, Vincent Ng
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Oral Session 1 @ Red 6 | IAAI AI in Practice Panel: From Keyboard to Bedside: Connecting AI Solutions to Health Care Problems
Thu, February 24 6:30 PM - 7:45 PM (+00:00)
Red 6
See the IAAI events page for details.
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Oral Session 2 @ Blue 1 | ML: Optimization; PRS: Temporal Planning
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito Palmes, Adi Botea
Synthesis from Satisficing and Temporal Goals
Suguman Bansal, Lydia Kavraki, Moshe Y. Vardi, Andrew Wells
Efficient Riemannian Meta-Optimization by Implicit Differentiation
Xiaomeng Fan, Yuwei Wu*, Zhi Gao, Yunde Jia, Mehrtash Harandi
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Oral Session 2 @ Blue 2 | ML: Semi-Supervised Learning
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Recovering The Propensity Score From Biased Positive Unlabeled Data
Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke Rundensteiner
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training
Fangyuan Zhang, Tianxiang Pan, Bin Wang
LaSSL: Label-Guided Self-Training for Semi-Supervised Learning
Zhen Zhao, Luping Zhou, Lei Wang, Yinghuan Shi, Yang Gao
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Oral Session 2 @ Blue 3 | ML: Tensor Methods, Foundations & Verification
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Random Tensor Theory for Tensor Decomposition
Mohamed Ouerfelli, Mohamed Tamaazousti, Vincent Rivasseau
Stability Verification in Stochastic Control Systems via Neural Network Supermartingales
Mathias Lechner, Đorđe Žikelić, Krishnendu Chatterjee, Thomas A. Henzinger
Learning-Augmented Algorithms for Online Steiner Tree
Chenyang Xu, Benjamin Moseley
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Oral Session 2 @ Blue 4 | SO: Heuristic Search & Combinatorial Optimization
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Planning with Explanations for Finding Desired Meeting Points on Graphs
Keisuke Otaki
An Exact Algorithm with New Upper Bounds for the Maximum $k$-Defective Clique Problem in Massive Sparse Graphs
Jian Gao, Zhenghang Xu, Ruizhi Li, Minghao Yin
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring
Yunzhuang Shen, Yuan Sun, Xiaodong Li, Andrew Eberhard, Andreas Ernst
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Oral Session 2 @ Blue 5 | PEAI: Safety, Robustness & Trustworthiness
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Provable Guarantees for Understanding Out-of-distribution Detection
Peyman Morteza, Yixuan Li
Cosine Model Watermarking Against Ensemble Distillation
Laurent Charette, Lingyang Chu, Yizhou Chen, Lanjun Wang, Jian Pei, Yong Zhang
On the Impact of Spurious Correlation for Out-of-Distribution Detection
Yifei Ming, Yin Hang, Yixuan Li
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Oral Session 2 @ Blue 6 | GTEP: Auctions, Market-Based Systems & Social Choice
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Truthful Cake Sharing
Xiaohui Bei, Xinhang Lu, Warut Suksompong
Online Task Assignment Problems with Reusable Resources
Hanna Sumita, Shinji Ito, Kei Takemura, Daisuke Hatano, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi
Multi-Unit Auction in Social Networks with Budgets
Mingyu Xiao, Yuchao Song, Bakh Khoussainov
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Oral Session 2 @ Red 1 | CV: Scene Analysis, Autonomous Driving & Multimodal Sensor Fusion
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking
Yidi Li, Hong Liu, Hao Tang
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving
Yinuo Zhao, Kun Wu, Zhiyuan Xu, Zhengping Che, Qi Lu, Jian Tang, Chi Harold Liu
Rendering-Aware HDR Environment Map Prediction From a Single Image
Jun-Peng Xu, Chen-Yu Zuo, Fang-Lue Zhang, Miao Wang
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Oral Session 2 @ Red 2 | CMS: Brain Modeling & Simulating Humans
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Multi-sacle Dynamic Coding improved Spiking Actor Network for Reinforcement Learning
Duzhen Zhang, Tielin Zhang, Shuncheng Jia, Bo Xu
Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams
Erdem Biyik, Anusha Lalitha, Rajarshi Saha, Andrea Goldsmith, Dorsa Sadigh
VECA: A New Benchmark and Toolkit for General Cognitive Development
Kwanyoung Park, Hyunseok Oh, Youngki Lee
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Oral Session 2 @ Red 3 | CV: Representation Learning for Vision
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention
Sitong Wu, Tianyi Wu, Haoru Tan, Guodong Guo
Mutual Contrastive Learning for Visual Representation Learning
Chuanguang Yang, Zhulin An, linhang cai, yongjun xu
On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals
Haizhou Shi, Youcai Zhang, Siliang Tang, Wenjie Zhu, Yaqian Li, Yandong Guo, Yueting Zhuang
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Characterizing the Program Expressive Power of Existential Rule Languages
Heng Zhang, Guifei Jiang
Automated Synthesis of Generalized Invariant Strategies via Counterexample-Guided Strategy Refinement
Kailun Luo, Yongmei Liu
The Price of Selfishness: Conjunctive Query Entailment for ALCSelf is 2EXPTIME-Hard
Bartosz Bednarczyk, Sebastian Rudolph
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
KID-Review: Knowledge-Guided Scientific Review Generation with Oracle Pre-Training
Weizhe Yuan, Pengfei Liu
Unsupervised Editing for Counterfactual Stories
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li
Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning
Jishnu Ray Chowdhury, Yong Zhuang, Shuyi Wang
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Oral Session 2 @ Red 6 | AISI: Fairness, Bias & Social Networks
Fri, February 25 2:30 AM - 3:45 AM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization
Ahmed Abouzeid, Ole-Christoffer Granmo, Christian Webersik, Morten Goodwin
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings
Sean Matthews, John Hudzina, Dawn Sepehr
Investigations of Performance and Bias in Human-AI Teamwork in Hiring
Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
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Oral Session 3 @ Blue 1 | ML: Reinforcement Learning
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
What About Inputing Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator
Hongyao Tang, Zhaopeng Meng, Jianye Hao, Chen Chen, Daniel Graves, Dong Li, Changmin Yu, Hangyu Mao, Wulong Liu, Yaodong Yang, Wenyuan Tao, Li Wang
Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits
Guojun Xiong, Jian Li, Rahul Singh
Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning
Chen Yanai, Adir Solomon, Gilad Katz, Bracha Shapira, Lior Rokach
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Oral Session 3 @ Blue 2 | ML: Graph-based ML & Multi-Class Learning
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
CoCoS: Enhancing Semi-Supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing
Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau
Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings
Xiuwen Gong, Dong Yuan, Wei Bao
Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily
Tao Wang, Rui Wang, Di Jin, Dongxiao He, Yuxiao Huang
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Oral Session 3 @ Blue 3 | ML: Transfer Learning, Quantum ML & Applications
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Toward Physically Realizable Quantum Neural Networks
Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning
Jin Chen, Xiaofeng Ji, Xinxiao Wu
Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov
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Oral Session 3 @ Blue 4 | PRS: Planning/Scheduling under Uncertainty & Temporal Planning
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Sampling-Based Robust Control of Autonomous Systems with Non-Gaussian Noise
Thom S. Badings, Alessandro Abate, Nils Jansen, David Parker, Hasan A. Poonawala, Marielle Stoelinga
Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks
Kevin Osanlou, Jeremy D Frank, Andrei Bursuc, Tristan Cazenave, Éric JACOPIN, Christophe GUETTIER, J. Benton
Deciding Unsolvability in Temporal Planning under Action Non-Self-Overlapping
Stefan Panjkovic, Andrea Micheli, Alessandro Cimatti
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Oral Session 3 @ Blue 5 | KRR: Automated Reasoning & Applications
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Certified Symmetry and Dominance Breaking for Combinatorial Optimisation
Bart Bogaerts, Stephan Gocht, Ciaran McCreesh, Jakob Nordström
Linear-Time Verification of Data-Aware Dynamic Systems with Arithmetic
Paolo Felli, Marco Montali, Sarah Winkler
Expressivity of Planning with Horn Description Logic Ontologies
Stefan Borgwardt, Jörg Hoffmann, Alisa Kovtunova, Markus Krötzsch, Bernhard Nebel, Marcel Steinmetz
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Oral Session 3 @ Blue 6 | Senior Member Track: Markets & Applications
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Matching Market Design with Constraints
Haris Aziz, Peter Biro, Makoto Yokoo
Delivering Trustworthy AI through Formal XAI
Joao Marques-Silva, Alexey Ignatiev
Model-Based Diagnosis of Multi-Agent Systems: A Survey
Meir Kalech, Avraham Natan
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Oral Session 3 @ Red 1 | CV: Image and Video Retrieval
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Deep Unsupervised Hashing with Latent Semantic Components
Qinghong Lin, Xiaojun Chen, Qin Zhang, Shaotian Cai, Wenzhe Zhao, Hongfa Wang
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval
Jinpeng Wang, Ziyun Zeng, Bin Chen, Tao Dai, Shu-Tao Xia
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval
Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection
Na Zhao, Gim Hee Lee
DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration
Zhi Chen, Fan Yang, Wenbing Tao
Robust Depth Completion with Uncertainty-Driven Loss Functions
Yufan Zhu, Weisheng Dong, Leida Li, Jinjian Wu, Xin Li, Guangming Shi
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Orthogonal Graph Neural Networks
Kai Guo, Kaixiong Zhou, Xia Hu, Yu Li, Yi Chang, Xin Wang
EqGNN: Equalized Node Opportunity in Graphs
Uriel Singer, Kira Radinsky
Differentially Describing Groups of Graphs
Corinna Coupette, Sebastian Dalleiger, Jilles Vreeken
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Oral Session 3 @ Red 4 | SNLP: Text Classification & Sentence-Level Semantics
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Contrast-Enhanced Semi-Supervised Text Classification with Few Labels
Austin Cheng-Yun Tsai, Sheng-Ya Lin, Li-Chen Fu
From Dense to Sparse: Contrastive Pruning for Better Pre-Trained Language Model Compression
Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction
Dongfang Li, Baotian Hu, Qingcai Chen, Tujie Xu, Jingcong Tao, Yunan Zhang
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Oral Session 3 @ Red 5 | SNLP: Conversational AI
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Red 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
A Semi-Supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues
Qian Lin, Hwee Tou Ng
HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning
Jinjie Ni, Vlad Pandelea, Tom Young, Haicang Zhou, Erik Cambria
CEM: Commonsense-Aware Empathetic Response Generation
Sahand Sabour, Chujie Zheng, Minlie Huang
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Oral Session 3 @ Red 6 | AISI: Social Welfare, Justice, Fairness and Equality
Fri, February 25 10:30 AM - 11:45 AM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search
Yunhe Feng, Chirag Shah
Gradual (In)Compatibility of Fairness Criteria
Corinna Hertweck, Tim Räz
FairFoody: Bringing in Fairness in Food Delivery
Anjali, Rahul Yadav, Ashish Nair, Abhijnan Chakraborty, Sayan Ranu, Amitabha Bagchi
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Oral Session 4 @ Blue 1 | Senior Member Track: Frontiers of AI Applications
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems
Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan
The Computational Gauntlet of Human-Like Learning
Pat Langley
Training on the Test Set: Mapping the System-Problem Space in AI
Jose Hernandez-Orallo, Wout Schellaert, Fernando Martínez-Plumed
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Oral Session 4 @ Blue 2 | DMKM: Visualization, Knowledge Base; ML: Evaluation
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty
Fernando Martínez-Plumed, David Castellano-Falcón, Carlos Monserrat, José Hernández-Orallo
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training
Xianglin Yang, Yun Lin, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei
Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias
Jonas Schouterden, Jessa Bekker, Jesse Davis, Hendrik Blockeel
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Oral Session 4 @ Blue 3 | ML: Transparent, Interpretable, Explainable ML
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Trading Complexity for Sparsity in Random Forest Explanations
Gilles Audemard, Steve Bellart, Lounès Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
Constraint-Driven Explanations for Black-Box ML Models
Aditya A. Shrotri, Nina Narodytska, Alexey Ignatiev, Kuldeep S. Meel, Joao Marques-Silva, Moshe Y. Vardi
NoiseGrad — Enhancing Explanationsby Introducing Stochasticity to Model Weights
Kirill Bykov, Anna Hedström, Shinichi Nakajima, Marina M.-C. Höhne
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Oral Session 4 @ Blue 4 | SO: Heuristic Search; RU: Sequential Decision Making
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Subset Approximation of Pareto Regions with Bi-Objective A*
Jorge A. Baier, Carlos Hernández, Nicolás Rivera
New Results in Bounded-Suboptimal Search
Maximilian Fickert, Tianyi Gu, Wheeler Ruml
An Online Learning Approach to Sequential User-Centric Selection Problems
Junpu Chen, Hong Xie
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Oral Session 4 @ Blue 5 | KRR: Argumentation and Logic Programming; ML: Verification
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Rushing and Strolling among Answer Sets - Navigation Made Easy
Johannes Klaus Fichte, Sarah Alice Gaggl, Dominik Rusovac
GoTube: Scalable Statistical Verification of Continuous-Depth Models
Sophie Gruenbacher, Mathias Lechner, Ramin Hasani, Daniela Rus, Thomas A Henzinger, Scott A. Smolka, Radu Grosu
Machine Learning for Utility Prediction in Argument-Based Computational Persuasion
Ivan Donadello, Anthony Hunter, Stefano Teso, Mauro Dragoni
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Oral Session 4 @ Blue 6 | GTEP: Game Theory & Auctions
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Hedonic Diversity Games: A Complexity Picture with More than Two Colors
Robert Ganian, Thekla Hamm, Dušan Knop, Šimon Schierreich, Ondřej Suchý
Online Elicitation of Necessarily Optimal Matchings
Jannik Peters
Efficiency of Ad Auctions with Price Displaying
Matteo Castiglioni, Diodato Ferraioli, Nicola Gatti, Alberto Marchesi, Giulia Romano
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Oral Session 4 @ Red 1 | CMS: Cognitive Modeling; ROB: Navigation
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
CTIN: Robust Contextual Transformer Network for Inertial Navigation
Bingbing Rao, Ehsan Kazemi, Yifan Ding, Devu M Shila, Frank M. Tucker, Liqiang Wang
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders
Abhishek Banerjee, Uttaran Bhattacharya, Aniket Bera
Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents
Keerthiram Murugesan, Subhajit Chaudhury, Kartik Talamadupula
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks
Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu, Chonggang Wang
LogicDef: An Interpretable Defense Framework Against Adversarial Examples via Inductive Scene Graph Reasoning
Yuan Yang, James C Kerce, Faramarz Fekri
DeformRS: Certifying Input Deformations with Randomized Smoothing
Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem
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Oral Session 4 @ Red 3 | MAS: Coordination & Foundations
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
MLink: Linking Black-Box Models for Collaborative Multi-Model Inference
Mu Yuan, Lan Zhang, Xiang-Yang Li
Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards
Sebastian Shenghong Tay, Xinyi Xu, Chuan Sheng Foo, Bryan Kian Hsiang Low
Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics
Zirou Qiu, Chen Chen, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard E. Stearns, Anil Vullikanti
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
First-Order Convex Fitting and Its Application to Economics and Optimization
Quinlan Dawkins, Minbiao Han, Haifeng Xu
Online Missing Value Imputation and Change Point Detection with the Gaussian Copula
Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman, Madeleine Udell
TS2Vec: Towards Universal Representation of Time Series
Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph
Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao, Jinho D. Choi
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering
Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization
Zi-Yi Dou, Nanyun (Violet) Peng
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Oral Session 4 @ Red 6 | IAAI AI in Practice Panel: The Commercialization of AI in Health
Fri, February 25 6:45 PM - 8:00 PM (+00:00)
Red 6
See the IAAI events page for details.
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Oral Session 5 @ Blue 1 | ML: Online Learning & Bandits
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification
Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti
Modeling Attrition in Recommender Systems with Departing Bandits
Omer Ben-Porat, Lee Cohen, Liu Leqi, Zachary C. Lipton, Yishay Mansour
An Experimental Design Approach for Regret Minimization in Logistic Bandits
Blake Mason, Kwang-Sung Jun, Lalit Jain
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Oral Session 5 @ Blue 2 | ML: Privacy-Aware ML & Probabilistic Methods
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Scaling Neural Program Synthesis with Distribution-Based Search
Nathanaël Fijalkow, Guillaume Lagarde, Théo Matricon, Kevin Ellis, Pierre Ohlmann, Akarsh Potta
PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval
Praneeth Vepakomma, Julia Balla, Ramesh Raskar
The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection
Shubhankar Mohapatra, Sajin Sasy, Xi He, Gautam Kamath, Om Thakkar
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Oral Session 5 @ Blue 3 | ML: Transfer and Graph-based Learning
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers
Payam Karisani
Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation
Tong Chu, Yahao Liu, Jinhong Deng, Wen Li, Lixin Duan
Graph Pointer Neural Networks
Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai
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Oral Session 5 @ Blue 4 | ML: Bio-Inspired Learning; APP: Education
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning
Wachirawit Ponghiran, Kaushik Roy
SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks
Fangxin Liu, Wenbo Zhao, Yongbiao Chen, Zongwu Wang, Li Jiang
Cross-Lingual Adversarial Domain Adaptation for Novice Programming
Ye Mao, Farzaneh Khoshnevisan, Thomas Price, Tiffany Barnes, Min Chi
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Oral Session 5 @ Blue 5 | DMKM: Data Compression, Graph Mining & Recommender Systems
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Obtaining Calibrated Probabilities with Personalized Ranking Models
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Exploring Relational Semantics for Inductive Knowledge Graph Completion
Changjian Wang, Xiaofei Zhou, Shirui Pan, Linhua Dong, Zeliang Song, Ying Sha
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression
Linfeng Cao, Aofan Jiang, Wei Li, Huaying Wu, Nanyang Ye
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Oral Session 5 @ Blue 6 | GTEP: Mechanism Design & Bayesian Methods
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Planning with Participation Constraints
Hanrui Zhang, Yu Cheng, Vincent Conitzer
Bayesian Persuasion in Sequential Decision-Making
Jiarui Gan, Rupak Majumdar, Goran Radanovic, Adish Singla
Strictly Proper Contract Functions Can Be Arbitrage-Free
Eric Neyman, Tim Roughgarden
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Oral Session 5 @ Red 1 | CV: Video Understanding & Tracking
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning
Xiaoshan Yang, baochen xiong, Yi Huang, Changsheng Xu
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition
Tianyu Guo, Hong Liu, Zhan Chen, Mengyuan Liu, Tao Wang, Runwei Ding
Reliable Propagation-Correction Modulation for Video Object Segmentation
Xiaohao Xu, Jinglu Wang, Xiao Li, Yan Lu
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Oral Session 5 @ Red 2 | CV: Low Level & Physics-Based Vision
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Learning from the Tangram to Solve Mini Visual Tasks
Yizhou Zhao, Liang Qiu, Pan Lu, Feng Shi, Tian Han, Song-Chun Zhu
Towards End-to-End Image Compression and Analysis with Transformers
Yuanchao Bai, Xu Yang, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao
Uncertainty-Driven Dehazing Network
Ming Hong, Jianzhuang Liu, Cuihua Li, Yanyun Qu
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
The Strange Role of Information Asymmetry in Auctions --- Does More Accurate Value Estimation Benefit A Bidder?
Haifeng Xu, Ruggiero Cavallo
Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems
Qingxu Fu, Tenghai Qiu, Jianqiang Yi, Zhiqiang Pu, Shiguang Wu
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs
Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
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Oral Session 5 @ Red 4 | ML: Active and Semi-Supervised Learning
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Stationary Diffusion State Neural Estimation for Multiview Clustering
Chenhua Liu, Zhuolin Liao, Ma Yixuan, Kun Zhan
Not All Parameters Should be Treated Equally: Deep Safe Semi-Supervised Learning under Class Distribution Mismatch
Rundong He, Zhongyi Han, Yang Yang, Yilong Yin
Active Sampling for Text Classification with Subinstance Level Queries
Shayok Chakraborty, Ankita Singh
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Oral Session 5 @ Red 5 | SNLP: Adversarial Attacks, Generation & Psycholinguistics
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Red 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation
Hanjie Chen, Yangfeng Ji
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation
Yifan Wang, Yiping Song, Shuai Li, Chaoran Cheng, Wei Ju, Ming Zhang, Sheng Wang
Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory
Mengshi Ge, Rui Mao, Erik Cambria
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Oral Session 5 @ Red 6 | AISI: Privacy, Disease Forecasting & Economic Impact
Sat, February 26 2:30 AM - 3:45 AM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting
Lijing Wang, Aniruddha Adiga, Jiangzhuo Chen, Adam Sadilek, Srinivasan Venkatramanan, Madhav Marathe
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies
Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim, Jae-Gil Lee
DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection
Guang Yang, Juan Cao*, Qiang Sheng, Peng Qi, Xirong Li, Jintao Li
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Oral Session 6 @ Blue 1 | ML: Reinforcement Learning & Bandits
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits
Joel Chang, Vincent Tan
Natural Black-Box Adversarial Examples Against Deep Reinforcement Learning
Mengran Yu, Shiliang Sun
Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value Approximation
Alexander Long, Alan Blair, Herke van Hoof
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Oral Session 6 @ Blue 2 | CV: Biometrics & Language
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
MSML: Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face Recognition
Ge Yuan, Huicheng Zheng, Jiayu Dong
UNISON: Unpaired Cross-Lingual Image Captioning
Jiahui Gao, Yi Zhou, Philip L. H. Yu, Shafiq Joty, Jiuxiang Gu
Patch Diffusion: A General Module for Face Manipulation Detection
Baogen Zhang, Sheng Li, Guorui Feng, Zhenxing Qian, Xinpeng Zhang
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Oral Session 6 @ Blue 3 | ML: Adversarial, Graph-based & Representation Learning
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes
Christian Schilling, Marcelo Forets, Sebastián Guadalupe
TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs
Shubham Gupta, Sahil Manchanda, Srikanta Bedathur, Sayan Ranu
ER: Equivariance Regularizer for Knowledge Graph Completion
Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang
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Oral Session 6 @ Blue 4 | CSO: Constraint Optimization & Satisfiability
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Optimizing Binary Decision Diagrams with MaxSAT for classification
Hao Hu, Mohamed Siala, Marie-José Huguet
Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study
Tesshu Hanaka, Yasuaki Kobayashi, Kazuhiro Kurita, See Woo Lee, Yota Otachi
On Probabilistic Generalization of Backdoors in Boolean Satisfiability
Alexander Semenov, Artem Pavlenko, Daniil Chivilikhin, Stepan Kochemazov
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Oral Session 6 @ Blue 5 | DMKM: Spatio-Temporal Data; ML: Continual Learning
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events
Tyler Wilson, Pang-Ning Tan, Lifeng Luo
Continual Learning Through Retrieval and Imagination
Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting
Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi
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Oral Session 6 @ Blue 6 | GTEP: Social Choice / Voting
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Liquid Democracy with Ranked Delegations
Markus Brill, Théo Delemazure, Anne-Marie George, Martin Lackner, Ulrike Schmidt-Kraepelin
Sequential Blocked Matching
Nicholas Bishop, Hau Chan, Debmalya Mandal, Long Tran-Thanh
The Complexity of Subelection Isomorphism Problems
Piotr Faliszewski, Krzysztof Sornat, Stanisław Szufa
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Oral Session 6 @ Red 1 | RU: Bayesian Networks and Uncertainty Representations; CV: Explainability
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Logic Rule Guided Attribution with Dynamic Ablation
Jianqiao An, Yuandu Lai, Yahong Han
Learning Bayesian Networks in the Presence of Structural Side Information
Ehsan Mokhtarian, Sina Akbari, Fateme Jamshidi, Jalal Etesami, Negar Kiyavash
Entropy Estimation via Normalizing Flow
Ziqiao Ao, Jinglai Li
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Oral Session 6 @ Red 2 | CV: 3D Computer Vision; KRR: Knowledge Representation Languages
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation
Shidi Li, Miaomiao Liu, Christian Walder
DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer
Buyu Li, yongchi zhao, Shi Zhelun, Lu Sheng
Tractable Explanations for d-DNNF Classifiers
Xuanxiang Huang, Yacine Izza, Alexey Ignatiev, Martin C Cooper, Nicholas Asher, Joao Marques-Silva
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Oral Session 6 @ Red 3 | CV: Representation Learning & Object Detection
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Neighborhood-Adaptive Structure Augmented Metric Learning
Pandeng Li, Yan Li, Hongtao Xie, Lei Zhang
Can Semantic Labels Assist Self-Supervised Visual Representation Learning?
Longhui Wei, Lingxi Xie, Jianzhong He, xiaopeng zhang, Qi Tian
Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory
Jung Uk Kim, Sungjune Park, Yong Man Ro
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Oral Session 6 @ Red 4 | CV: Multimodal Vision & Language
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning
Wenqiao Zhang, Haochen Shi, Jiannan Guo, Shengyu Zhang, Qingpeng Cai, Juncheng Li, Sihui Luo, Yueting Zhuang
Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective.
Emmanuelle Salin, Badreddine Farah, Stéphane Ayache, Benoit Favre
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering
Junbin Xiao, Angela Yao, Liu Zhiyuan, Yicong Li, Wei Ji, Tat-Seng Chua
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Oral Session 6 @ Red 5 | SNLP: Machine Translation & Multimodality
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Red 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Visual Definition Modeling: Challenging Vision & Language Models to Define Words and Objects
Bianca Scarlini, Tommaso Pasini, Roberto Navigli
Parameter Differentiation Based Multilingual Neural Machine Translation
Qian Wang, Jiajun Zhang
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision
Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li
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Oral Session 6 @ Red 6 | APP: Security & Transportation
Sat, February 26 10:30 AM - 11:45 AM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control
Enming Liang, Zicheng Su, Chilin Fang, Renxin Zhong
Deepfake Network Architecture Attribution
Tianyun Yang, Ziyao Huang, Juan Cao, Lei Li, Xirong Li
NSGZero: Efficiently Learning Non-Exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search
Wanqi Xue, Bo An, Chai Kiat Yeo
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Oral Session 7 @ Blue 1 | ML: Reinforcement Learning
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability
Aviv Tamar, Daniel Soudry, Ev Zisselman
Curiosity-Driven Exploration via Latent Bayesian Surprise
Pietro Mazzaglia, Ozan Catal, Tim Verbelen, Bart Dhoedt
Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning
Giseung Park, Sungho Choi, Youngchul Sung
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Oral Session 7 @ Blue 2 | ML: Lifelong and Continual Learning
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Adaptive Orthogonal Projection for Continual Learning
Yiduo Guo, Wenpeng Hu, Dongyan Zhao, Bing Liu
Learngene: From Open-World to Your Learning Task
Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu
Same State, Different Task: Continual Reinforcement Learning without Interference
Samuel Kessler, Jack Parker-Holder, Philip Ball, Stefan Zohren, Stephen J. Roberts
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Oral Session 7 @ Blue 3 | ML: Relational & Bayesian Learning
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Temporal Knowledge Graph Completion Using Box Embeddings
Johannes Messner, Ralph Abboud, Ismail Ilkan Ceylan
How Good Are Low-Rank Approximations in Gaussian Process Regression?
Constantinos Daskalakis, Petros Dellaportas, Aristeidis Panos
Learning Logic Programs Though Divide, Constrain, and Conquer
Andrew Cropper
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Oral Session 7 @ Blue 4 | APP: Bioinformatics & Natural Sciences
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations
Zhuohan Yu, Yifu Lu, Yunhe Wang, Fan Tang, Ka-Chun Wong, Xiangtao Li
KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-Zero Training Loss
Yuhan Chen, Takashi Matsubara, Takaharu Yaguchi
RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning
Hansheng Xue, Vijini G Mallawaarachchi, Yujia Zhang, Vaibhav Rajan, Yu Lin
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Conditional Abstract Dialectical Frameworks
Jesse Heyninck, Matthias Thimm, Gabriele Kern-Isberner, Tjitze Rienstra, Kenneth Skiba
Tractable Abstract Argumentation via Backdoor-Treewidth
Wolfgang Dvořak, Markus Hecher, Matthias König, André Schidler, Stefan Szeider, Stefan Woltran
Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients
Ringo Baumann, Anna Rapberger, Markus Ulbricht
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Oral Session 7 @ Blue 6 | Senior Member Track: Markets & Applications
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Local Justice and the Algorithmic Allocation of Scarce Societal Resources
Sanmay Das
Consent as a Foundation for Responsible Autonomy
Munindar Singh
Market Design for Drone Traffic Management
Sven Seuken, Paul Friedrich, Ludwig Dierks
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Adversarial Learning from Crowds
Pengpeng Chen, Hailong Sun, Yongqiang Yang, Zhijun Chen
Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition
Yingjie Chen, Diqi Chen, Tao Wang, Yizhou Wang, Yun Liang
Deceptive Decision-Making under Uncertainty
Yagiz Savas, Christos K. Verginis, Ufuk Topcu
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Compilation of Aggregates in ASP Systems
Giuseppe Mazzotta, Francesco Ricca, Carmine Dodaro
Large-Neighbourhood Search for Optimisation in Answer-Set Solving
Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Daria Stepanova
Inference and Learning with Model Uncertainty in Probabilistic Logic Programs
Victor Verreet, Vincent Derkinderen, Pedro Zuidberg Dos Martires, Luc De Raedt
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Oral Session 7 @ Red 3 | CV: Segmentation & Video Understanding
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Active Boundary Loss for Semantic Segmentation
Chi Wang, Yunke Zhang, Miaomiao Cui, Peiran Ren, Yin Yang, Xuansong Xie, Xian-Sheng Hua, Hujun Bao, Weiwei Xu
Decompose the Sounds and Pixels, Recompose the Events
Varshanth R. Rao, Md Ibrahim Khalil, Haoda Li, Peng Dai, Juwei Lu
DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation
Qi Xu, Liang Yao, Zhengkai Jiang, Guannan Jiang, Wenqing Chu, Wenhui Han, Wei Zhang, Chengjie Wang, Ying Tai
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Playing Lottery Tickets with Vision and Language
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
TEACh: Task-Driven Embodied Agents that Chat
Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gokhan Tur, Dilek Hakkani-Tur
Clinical-BERT: Vision-Language Pre-Training for Radiograph Diagnosis and Reports Generation
Bin Yan, Mingtao Pei
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Oral Session 7 @ Red 5 | SNLP: Language Models & Generation
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Red 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding
Ibrahim Abdelaziz, Julian Dolby, Jamie McCusker, Kavitha Srinivas
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation
Pierre Colombo, Chloé Clavel, Pablo Piantanida
Probing Linguistic Information for Logical Inference In Pre-Trained Language Models
Zeming Chen, Qiyue Gao
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Oral Session 7 @ Red 6 | IAAI AI in Practice Panel: Applications and Implications of Deep AI for Personalizing Health Interventions
Sat, February 26 6:30 PM - 7:45 PM (+00:00)
Red 6
See the IAAI events page for details.
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Oral Session 8 @ Blue 1 | ML: Graph-based ML & Reinforcement Learning
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning
Thilini Cooray, Ngai-Man Cheung
Meta Label Propagation for Few-Shot Semi-Supervised Learning on Graphs
Kaize Ding, Jianling Wang, James Caverlee, Huan Liu
SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning
Hongyu Zang, Xin Li, Mingzhong Wang
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Graph Neural Controlled Differential Equations for Traffic Forecasting
Jeongwhan Choi, Hwangyong Choi, Jeehyun Hwang, Noseong Park
KerGNNs: Interpretable Graph Neural Networks with Graph Kernels
Aosong Feng, Chenyu You, Shiqiang Wang, Leandros Tassiulas
Simple Unsupervised Graph Representation Learning
Yujie Mo, Liang Peng, Jie Xu, Xiaoshuang Shi, Xiaofeng Zhu
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Oral Session 8 @ Blue 3 | ML: Federated Learning & Learning on the Edge
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Distributed Learning with Strategic Users: A Repeated Game Approach
Abdullah Basar Akbay, Junshan Zhang
SplitFed: When Federated Learning Meets Split Learning
Chandra Thapa, M.A.P. Chamikara , Seyit Camtepe, Lichao Sun
Multi-Scale Distillation from Multiple Graph Neural Networks
Chunhai Zhang, Jie Liu, Kai Dang, Wenzheng Zhang
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Oral Session 8 @ Blue 4 | CSO: Constraint Programming; RU: Relational Probabilistic Models
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework
Elias B. Khalil, Pashootan Vaezipoor, Bistra Dilkina
The SoftCumulative Constraint with Quadratic Penalty
Yanick Ouellet, Claude-Guy Quimper
Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula
Sagar Malhotra, Luciano Serafini
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Oral Session 8 @ Blue 5 | KRR: Knowledge Representation Languages
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Axiomatization of Aggregates in Answer Set Programming
Jorge Fandinno, Zach Hansen, Yuliya Lierler
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: a Semantic Evidence View
Ren Li, Yanan Cao, Qiannan Zhu, Guanqun Bi, Fang Fang, Yi Liu, Qian Li
Knowledge Compilation Meets Logical Separability
Junming Qiu, Wenqing Li, Zhanhao Xiao, Quanlong Guan, Liangda Fang, Zhao-Rong Lai, Qian Dong
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Oral Session 8 @ Blue 6 | GTEP: Fair Division & Voting
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Almost Full EFX Exists for Four Agents
Ben Berger, Avi Cohen, Michal Feldman, Amos Fiat
A Little Charity Guarantees Fair Connected Graph Partitioning
Ioannis Caragiannis, Evi Micha, Nisarg Shah
How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues
Manon Revel, Tao Lin, Daniel Halpern
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Oral Session 8 @ Red 1 | CV: Synthesis & Retrieval
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
PetsGAN: Rethinking Priors for Single Image Generation
Zicheng Zhang, Yinglu Liu, Congying Han, Hailin Shi, Tiande Guo, Bowen Zhou
Assessing a Single Image in Reference-Guided Image Synthesis
Jiayi Guo, Chaoqun Du, Jiangshan Wang, Huijuan Huang, Pengfei Wan, Gao Huang
Learning Token-Based Representation for Image Retrieval
Hui Wu, Min Wang, Wengang Zhou, Yang Hu, Houqiang Li
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
MMA: Multi-Camera Based Global Motion Averaging
Hainan Cui, Shuhan Shen
Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function
Yunze Xiao, Hao Zhu, Haotian Yang, Zhengyu Diao, Xiangju Lu, Xun Cao
DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction
Jiajun Fei, Ziyu Zhu, Wenlei Liu, Zhidong Deng, Mingyang Li, Huanjun Deng, Shuo Zhang
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Oral Session 8 @ Red 3 | CV: Low Level Vision & Learning and Optimization
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers
Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian
Proximal PanNet: A Model-Based Deep Network for Pansharpening
Xiangyong Cao, yang chen, Wenfei Cao
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation
Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang
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Oral Session 8 @ Red 4 | SNLP: Language Models & Sentiment Analysis
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
JAKET: Joint Pre-Training of Knowledge Graph and Language Understanding
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
Pinpointing Fine-Grained Relationships between Hateful Tweets and Replies
Abdullah Albanyan, Eduardo Blanco
Language Modelling via Learning to Rank
Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Fusing task-oriented and open-domain dialogues in conversational agents
Tom Young, Frank Xing, Vlad Pandelea, Jinjie Ni, Erik Cambria
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset
Minju Kim, Beong-Woo Kwak, Youngwook Kim, Hong-In Lee, Seung-Won Hwang, Jinyoung Yeo
Text is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che, Ting Liu
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Oral Session 8 @ Red 6 | IAAI: Commerce, Transportation, Tools, Finance/Insurance, Design, NLP and Documents, Cybersecurity
Sun, February 27 2:30 AM - 3:45 AM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Speakers TBA
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Oral Session 9 @ Blue 1 | PRS: Planning under Uncertainty & Routing
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Online Search with Best-Price and Query-Based Predictions
Spyros Angelopoulos, Shahin Kamali, Dehou Zhang
Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs
Siow Meng Low, Akshat Kumar, Scott Sanner
Learning to Solve Routing Problems via Distributionally Robust Optimization
Yuan Jiang, Yaoxin Wu, Zhiguang Cao, Jie Zhang
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Oral Session 9 @ Blue 2 | ML: Active Learning & Classification
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model
Xin Qiu, Risto Miikkulainen
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning
Yuheng Zhang, Hanghang Tong, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying
Bayesian Optimization over Permutation Spaces
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim
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Oral Session 9 @ Blue 3 | ML: Causal Learning & Transparent ML
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Causal Discovery in Hawkes Processes by Minimum Description Length
Amirkarsa Jalaldoust, Katerina Hlavackova-Schindler, Claudia Plant
On the Fairness of Causal Algorithmic Recourse
Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt, Isabel Valera, Adrian Weller, Bernhard Schölkopf
Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime
Rui Zhang, Shihua Zhang
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Undercover Boolean Matrix Factorization with MaxSAT
Florent Avellaneda, Roger Villemaire
Using MaxSAT for Efficient Explanations of Tree Ensembles
Alexey Ignatiev, Yacine Izza, Peter J. Stuckey, Joao Marques-Silva
Analysis of Pure Literal Elimination Rule for Non-Uniform Random (MAX) k-SAT Problem with an Arbitrary Degree Distribution
Oleksii Omelchenko, Andrei A. Bulatov
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Graph Structure Learning with Variational Information Bottleneck
Qingyun Sun, Jianxin Li, Hao Peng, Jia Wu, Xingcheng Fu, Cheng Ji, Philip S Yu
A Self-Supervised Mixed-Curvature Graph Neural Network
Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu
Block Modeling-Guided Graph Convolutional Neural Networks
Dongxiao He, Chundong Liang, Huixin Liu, Mingxiang Wen, Pengfei Jiao, Zhiyong Feng
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Oral Session 9 @ Blue 6 | MAS/CV: Adversarial Elements
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Competing for Resources: Estimating Adversary Strategy for Effective Plan Generation
Lukas Chrpa, Pavel Rytir, Rostislav Horčík, Stefan Edelkamp
Adversarial Robustness in Multi-Task Learning: Promises and Illusions
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
Fixation Maximization in the Positional Moran Process
Joachim Brendborg, Panagiotis Karras, Andreas Pavlogiannis, Asger Ullersted Rasmussen, Josef Tkadlec
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Homography Decomposition Networks for Planar Object Tracking
Xinrui Zhan, Yang Li, Yueran Liu, Jianke Zhu
Promoting Single-Modal Optical Flow Network for Diverse Cross-Modal Flow Estimation
Shili Zhou, Weimin Tan, Bo Yan
Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints
Langyuan Mo, Haokun Li, Chaoyang Zou, Yubing Zhang, Ming Yang, Yihong Yang, Mingkui Tan
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Oral Session 9 @ Red 2 | CV: Medical Imaging, Segmentation & Interpretability
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis
Wentai Hou, Lequan Yu, Chengxuan Lin, Helong Huang, Rongshan Yu, Jing Qin, Liansheng Wang
Interpretable Generative Adversarial Networks
Chao Li, Kelu Yao, Jin Wang, Boyu Diao, Yongjun Xu, Quanshi Zhang
Energy-Based Generative Cooperative Saliency Prediction
Jing Zhang, Jianwen Xie, Zilong Zheng, Nick Barnes
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Oral Session 9 @ Red 3 | CV: Object Detection & Categorization
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Unbiased IoU for Spherical Image Object Detection
Feng Dai, Bin Chen, Hang Xu,The Institute of Computing Technology of the Chinese Academy of Sciences)ICT)Huawei Noah's Ark Lab)Huawei Technologies Co., Ltd)Huawei Noah’s Ark Lab)Hangzhou Dianzi University)The Institute of Computing Technology of the Chinese Academy of Sciences)*
SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation
Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan YUAN
Dual Attention Networks for Few-Shot Fine-Grained Recognition
Shu-Lin Xu, Faen Zhang, Xiu-Shen Wei, Jianhua Wang
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Oral Session 9 @ Red 4 | CV: Language & Segmentation
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-Directional Mutual Learning
Xiaohang Bian, Bo Qin, Xiaozhe Xin, Jianwu Li, Xuefeng Su, Yanfeng Wang
Deconfounded Visual Grounding
Jianqiang Huang, Yu Qin, Jiaxin Qi, Qianru Sun, Hanwang Zhang
Inharmonious Region Localization by Magnifying Domain Discrepancy
Jing Liang, Li Niu, Penghao Wu, Fengjun Guo, Teng Long
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Oral Session 9 @ Red 5 | SNLP: Sentence-Level Semantics
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Red 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration
Marco Valentino, Mokanarangan Thayaparan, Deborah Ferreira, André Freitas
StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts
Zhengxiang Shi, Qiang Zhang, Aldo Lipani
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training
Momchil Hardalov, Arnav Arora, Preslav Nakov, Isabelle Augenstein
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Oral Session 9 @ Red 6 | IAAI: Ecology, Healthcare, Monitoring and Control
Sun, February 27 10:30 AM - 11:45 AM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Speakers TBA
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Oral Session 10 @ Blue 1 | ML: Bias and Fairness & Learning Theory
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Learning Losses for Strategic Classification
Tosca Lechner, Ruth Urner
Achieving Long-Term Fairness in Sequential Decision Making
Yaowei Hu, Lu Zhang
Achieving Counterfactual Fairness for Causal Bandit
Wen Huang, Lu Zhang, Xintao Wu
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Oral Session 10 @ Blue 2 | ML: Optimization & Applications
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Zeroth-Order Optimization for Composite Problems with Functional Constraints
Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence
Alina Ene, Huy L. Nguyen
Conditional Generative Model Based Predicate-Aware Query Approximation
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri
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Oral Session 10 @ Blue 3 | ML: Distributed Machine Learning & Federated Learning
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating
Yichen Ruan, Carlee Joe-Wong
Coordinating Momenta for Cross-Silo Federated Learning
An Xu, Heng Huang
FedInv: Byzantine-Robust Federated Learning by Inversing Local Model Updates
Bo Zhao, Peng Sun, Tao Wang, Keyu Jiang
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Oral Session 10 @ Blue 4 | CSO: Mixed Discrete/Continuous Optimization & Constraint Learning
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
GEQCA: Generic Qualitative Constraint Acquisition
Mohamed-Bachir Belaid, Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers
Elias B. Khalil, Christopher Morris, Andrea Lodi
Learning to Search in Local Branching
Defeng Liu, Matteo Fischetti, Andrea Lodi
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Oral Session 10 @ Blue 5 | PEAI: Fairness, Privacy & Robustness
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations
Sumit Kumar Jha, Rickard Ewetz, Alvaro Velasquez, Arvind Ramanathan, Susmit Jha
Subspace Differential Privacy
Jie Gao, Ruobin Gong, Fang-Yi Yu
Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness
Carolyn Ashurst, Ryan Carey, Silvia Chiappa, Tom Everitt
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Oral Session 10 @ Blue 6 | GTEP: Social Choice / Voting & Cooperative Game Theory
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Single-Agent Dynamics in Additively Separable Hedonic Games
Felix Brandt, Martin Bullinger, Leo Tappe
Complexity of Deliberative Coalition Formation
Edith Elkind, Abheek Ghosh, Paul Goldberg
Individual Representation in Approval-Based Committee Voting
Markus Brill, Jonas Israel, Evi Micha, Jannik Peters
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Oral Session 10 @ Red 1 | ML: Privacy-Aware, Transfer and Representation Learning
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Learning to Transfer with von Neumann Conditional Divergence
Ammar Shaker, Shujian Yu, Daniel Oñoro-Rubio
Geometry Interaction Knowledge Graph Embeddings
Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework
Kritika Prakash, Fiza Husain, Praveen Paruchuri, Sujit Gujar
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Oral Session 10 @ Red 2 | CV: Medical Imaging & Biometrics
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-Identification
Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation
Ashwin Raju, Shun Miao, Dakai Jin, Le Lu, Junzhou Huang, Adam P. Harrison
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation
Jiacheng Wang, Xiaomeng Li, Yiming Han, Jing Qin, Liansheng Wang, Qichao Zhou
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Oral Session 10 @ Red 3 | CV: Synthesis & Vision for Robotics
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Sparse Cross-Scale Attention Network for Efficient LiDAR Panoptic Segmentation
Shuangjie Xu, Rui Wan, Maosheng Ye, Xiaoyi Zou, Tongyi Cao
Anisotropic Fourier Features for Neural Image-Based Rendering and Relighting
Huangjie Yu, Anpei Chen, Xin Chen, Lan Xu, Ziyu Shao, Jingyi Yu
Model-Based Image Signal Processors via Learnable Dictionaries
Marcos V. Conde, Steven McDonagh, Matteo Maggioni, Aleš Leonardis, Eduardo Pérez-Pellitero
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Oral Session 10 @ Red 4 | ML: Multimodal & Multi-Instance Learning
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Robust Graph-Based Multi-View Clustering
Weixuan Liang, Xinwang Liu, Sihang Zhou, Jiyuan Liu, Siwei Wang, En Zhu
BM-NAS: Bilevel Multimodal Neural Architecture Search
Yihang Yin, Siyu Huang, Xiang Zhang
Frozen Pretrained Transformers as Universal Computation Engines
Kevin Lu, Aditya Grover, Pieter Abbeel, Igor Mordatch
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Oral Session 10 @ Red 5 | Senior Member Track: Vision & NLP
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Red 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities
Filip Radlinski, Craig Boutilier, Deepak Ramachandran, Ivan Vendrov
Expert-Informed, User-Centric Explanations for Machine Learning
Michael Pazzani, Severine Soltani, Robert Kaufman, Samson Qian, Albert Hsiao
BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers
Roberto Navigli, Rexhina Blloshmi, Abelardo Carlos Martínez Lorenzo
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Oral Session 10 @ Red 6 | AISI: Health and Well-Being
Sun, February 27 6:30 PM - 7:45 PM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
A Search Engine for Discovery of Scientific Challenges and Directions
Dan Lahav, Jon Saad Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe
Optimal Local Explainer Aggregation for Interpretable Prediction
Qiaomei Li, Rachel Cummings, Yonatan Mintz
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Oral Session 11 @ Blue 1 | Senior Member Track: Frontiers of AI Applications
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Toward a New Science of Common Sense
Ron Brachman, Hector Levesque
Winning the DARPA Grand Challenge with an AI Robot (Classic Paper Award)
Michael Montemerlo, Sebastian Thrun, Hendrik Dahlkamp, David Stavens, And Sven Strohband
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Oral Session 11 @ Blue 2 | ML: Deep Neural Networks
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Blue 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Lifelong Generative Modelling Using Dynamic Expansion Graph Model
Fei Ye, Adrian G. Bors
Disentangled Spatiotemporal Graph Generative Model
Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Zhao Liang
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing
Joonhyung Park, June Yong Yang, Jinwoo Shin, Sung Ju Hwang, Eunho Yang
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Modification-Fair Cluster Editing
Vincent Froese, Leon Kellerhals, Rolf Niedermeier
Linearity-Aware Subspace Clustering
Yesong Xu, Shuo Chen, Jun Li, Jianjun Qian
Multi-View Clustering on Topological Manifold
Shudong Huang, Ivor Tsang, Zenglin Xu, Jiancheng Lv, Quan-Hui Liu
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Oral Session 11 @ Blue 4 | CV: Interpretable, Low Level and Multimodal Vision
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Multi-Modal Answer Validation for Knowledge-Based VQA
Jialin Wu, Jiasen Lu, Ashish Sabharwal, Roozbeh Mottaghi
Towards Bridging Sample Complexity and Model Capacity
Shibin Mei, Chenglong Zhao, Shengchao Yuan, Bingbing Ni
Perceptual Quality Assessment of Omnidirectional Images
Yuming Fang, Liping Huang, Jiebin Yan, Xuelin Liu, Yang Liu
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Oral Session 11 @ Blue 5 | DMKM: Recommender Systems
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Low-Pass Graph Convolutional Network for Recommendation
Wenhui Yu, Zixin Zhang, Zheng Qin
DiPS: Differentiable Policy for Sketching in Recommender Systems
Aritra Ghosh, Saayan Mitra, Andrew Lan
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation
Wanjie Tao, Yu Li, Liangyue Li, Zulong Chen, Hong Wen, Peilin Chen, Tingting Liang, Quan Lu
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
The Secretary Problem with Competing Employers on Random Edge Arrivals
Xiaohui Bei, Shengyu Zhang
Algorithmic Bayesian Persuasion with Combinatorial Actions
Kaito Fujii, Shinsaku Sakaue
AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms
Hang Xu, Kai Li*, Haobo Fu, Qiang Fu, Junliang Xing
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Oral Session 11 @ Red 1 | CV: Object Detection & 3D CV
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
UFPMP-Det:Toward Accurate and Efficient Object Detection on Drone Imagery
Yecheng Huang, Jiaxin Chen, Di Huang
Towards Light-Weight and Real-Time Line Segment Detection
Geonmo Gu, Byungsoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee, Minchul Shin
Deep Confidence Guided Distance for 3D Partial Shape Registration
Dvir Ginzburg, Dan Raviv
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Oral Session 11 @ Red 2 | CV: Language & Adversarial Attacks
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA
Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention
Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert
Attacking Video Recognition Models with Bullet-Screen Comments
Kai Chen, Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Retinomorphic Object Detection in Asynchronous Visual Streams
Jianing Li, Xiao Wang, Lin Zhu, Jia Li, Tiejun Huang, Yonghong Tian
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang
LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition
Jiarui Cai, Yizhou Wang, Hung-Min Hsu, Jenq-Neng Hwang, Kelsey Magrane, Craig Rose
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Oral Session 11 @ Red 4 | ML: Classification & Time-Series
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
Parikshit Ram, Kaushik Sinha
Clustering Approach to Solve Hierarchical Classification Problem Complexity
Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
Reinforcement Learning based Dynamic Model Combination for Time Series Forecasting
Yuwei Fu, Di Wu, Benoit Boulet
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems
Fei Mi, Yasheng Wang, Yitong Li
HEAL: A Knowledge Graph for Distress Management Conversations
Kalpani A Welivita, Pearl Pu
DialogLM: Pre-Trained Model for Long Dialogue Understanding and Summarization
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
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Oral Session 11 @ Red 6 | APP: Misinformation & Games
Mon, February 28 2:30 AM - 3:45 AM (+00:00)
Red 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Towards Fine-Grained Reasoning for Fake News Detection
Yiqiao Jin, Xiting Wang, Ruichao Yang, Yizhou Sun, Wei Wang, Hao Liao, Xing Xie
A Unified Framework for Real Time Motion Completion
Yinglin Duan, Yue Lin, Zhengxia Zou, Yi Yuan, Zhehui Qian, Bohan Zhang
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification
Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li
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Oral Session 12 @ Blue 1 | ML: Reinforcement Learning
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Blue 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Episodic Policy Gradient Training
Hung Le, Majid Abdolshah, Thommen K. George, Kien Do, Dung Nguyen, Svetha Venkatesh
Efficient Continuous Control with Double Actors and Regularized Critics
Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li
Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy
Fan-Ming Luo, Shengyi Jiang, Yang Yu, Zongzhang Zhang, Yi-Feng Zhang
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Coarse-to-Fine Generative Modeling for Graphic Layouts
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
Deep One-Class Classification via Interpolated Gaussian Descriptor
Yuanhong Chen, Yu Tian, Guansong Pang, Gustavo Carneiro
FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos
Juan Hu, Xin Liao, Jinwen Liang, Wenbo Zhou, Zheng Qin
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Oral Session 12 @ Blue 3 | ML: Bias and Fairness
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Blue 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values
Haewon Jeong, Hao Wang, Flavio P. Calmon
Algorithmic Fairness Verification with Graphical Models
Bishwamittra Ghosh, Debabrota Basu, Kuldeep S. Meel
Online Certification of Preference-Based Fairness for Personalized Recommender Systems
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
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Oral Session 12 @ Blue 4 | PRS: Deterministic Planning
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Blue 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics
Rostislav Horčík, Daniel Fišer, Alvaro Torralba
Classical Planning with Avoid Conditions
Marcel Steinmetz, Jörg Hoffmann, Alisa Kovtunova, Stefan Borgwardt
Operator-Potential Heuristics for Symbolic Search
Daniel Fišer, Alvaro Torralba, Joerg Hoffmann
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Oral Session 12 @ Blue 5 | DMKM: Rule Mining & Knowledge Graphs
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Blue 5
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
On the Complexity of Inductively Learning Guarded Clauses
Matthias Lanzinger, Georg Gottlob, Andrei Draghici
Ensemble Semi-Supervised Entity Alignment via Cycle-Teaching
Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou
Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model
Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi
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Oral Session 12 @ Blue 6 | GTEP: Equilibrium & Fair Division
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Blue 6
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Maximizing Nash Social Welfare in 2-Value Instances
Hannaneh Akrami, Bhaskar Ray Chaudhury, Martin Hoefer, Kurt Mehlhorn, Marco Schmalhofer, Golnoosh Shahkarami, Giovanna Varricchio, Quentin Vermande, Ernest van Wijland
Safe Subgame Resolving for Extensive Form Correlated Equilibrium
Chun Kai Ling, Fei Fang
Multi-Leader Congestion Games with an Adversary
Tobias Harks, Mona Henle, Max Klimm, Jannik Matuschke, Anja Schedel
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Oral Session 12 @ Red 1 | CV: Bias, Face Recognition; ML: Interpretable ML
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Red 1
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks
Lin Kong, Wei Sun, Fanhua Shang, Yuanyuan Liu, Hongying Liu
FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition
Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai
Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification
Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang
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Oral Session 12 @ Red 2 | CV: Low Level & Physics-Based Vision
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Red 2
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Low-Light Image Enhancement with Normalizing Flow
Yufei Wang, Renjie Wan, Haoliang Li, Wenhan Yang, Lap-Pui Chau, Alex Kot
Content-Variant Reference Image Quality Assessment via Knowledge Distillation
Guanghao Yin, Wei Wang, Zehuan Yuan, Chuchu Han, Wei Ji, shouqian sun, Changhu Wang
Best-Buddy GANs for Highly Detailed Image Super-Resolution
Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Jiangbo Lu
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Oral Session 12 @ Red 3 | CV: Multimodal Vision & Self-supervised Learning
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Red 3
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory
Se Jin Park, Minsu Kim, Joanna Hong, Jeongsoo Choi, Yong Man Ro
Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation
Chih-Chun Yang, Wan-Cyuan Fan, Cheng-Fu Yang, Yu-Chiang Frank Wang
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications
Yun-Hao Cao, Jianxin Wu
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Oral Session 12 @ Red 4 | SNLP: Question Answering & Interpretability
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Red 4
This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text
Amrita Saha, Shafiq Joty, Steven Hoi
On the Transferability of Pre-Trained Language Models: A Study from Artificial Datasets
Cheng-Han Chiang, Hung-yi Lee
Generation-Focused Table-Based Intermediate Pre-Training for Free-Form Question Answering
Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang
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This 75-minute oral presentation session consists of watching three 20-minute pre-recorded presentations, followed by 5 minutes of chat-based discussion and Q&A. Discussions happen within the virtual platform's chat box.
Tracing Text Provenance via Context-Aware Lexical Substitution
Xi Yang, Jie Zhang, Kejiang Chen, Weiming Zhang, Zehua Ma, Feng Wang, Nenghai Yu
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark
Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang
Towards Building ASR Systems for the Next Billion Users
Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra
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Oral Session 12 @ Red 6 | AISI: Social Development, Health & Computational Social Science
Mon, February 28 10:30 AM - 11:45 AM (+00:00)
Red 6
Learning the Physics of Particle Transport via Transformers
Oscar Pastor-Serrano, Zoltán Perkó
IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling
Chenlin Meng, Enci Liu, Willie Neiswanger, Jiaming Song, Marshall Burke, David Lobell, Stefano Ermon
Personalized Public Policy Analysis In Social Sciences Using Causal-Graphical Normalizing Flows
Sourabh Balgi, Jose M. Peña, Adel Daoud
