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Workshop
Modeling Strong and Human-like Gameplay with KL-Regularized Search
Athul Paul Jacob · David Wu · Gabriele Farina · Adam Lerer · Hengyuan Hu · Anton Bakhtin · Jacob Andreas · Noam Brown
Poster
Mon 10:30 Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
Yulun Zhang · Huan Wang · Can Qin · Yun Fu
Workshop
Fri 13:45 Modeling Strong and Human-like Gameplay with KL-Regularized Search
Athul Paul Jacob · David Wu · Gabriele Farina · Adam Lerer · Hengyuan Hu · Anton Bakhtin · Jacob Andreas · Noam Brown
Poster
Mon 18:30 Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization
Tolga Ergen · Arda Sahiner · Batu Ozturkler · John M Pauly · Morteza Mardani · Mert Pilanci
Poster
Mon 18:30 Training invariances and the low-rank phenomenon: beyond linear networks
Thien Le · Stefanie Jegelka
Poster
Wed 10:30 CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization
Ronghang Zhu · Sheng Li
Poster
Tue 10:30 Understanding Dimensional Collapse in Contrastive Self-supervised Learning
Li Jing · Pascal Vincent · Yann LeCun · Yuandong Tian
Poster
Mon 18:30 Regularized Autoencoders for Isometric Representation Learning
Yonghyeon Lee · Sangwoong Yoon · MinJun Son · Frank Park
Poster
Thu 10:30 Practical Integration via Separable Bijective Networks
Christopher Bender · Patrick Emmanuel · Michael Reiter · Junier Oliva
Poster
Thu 10:30 Local Feature Swapping for Generalization in Reinforcement Learning
David Bertoin · Emmanuel Rachelson
Poster
Tue 18:30 Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution
Ananya Kumar · Aditi Raghunathan · Robbie Jones · Tengyu Ma · Percy Liang
Poster
Thu 18:30 Model-Based Offline Meta-Reinforcement Learning with Regularization
Sen Lin · Jialin Wan · Tengyu Xu · Yingbin Liang · Junshan Zhang