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Poster
Mon 1:00 Neural Approximate Sufficient Statistics for Implicit Models
Yanzhi Chen · Dinghuai Zhang · Michael U Gutmann · Aaron Courville · Zhanxing Zhu
Poster
Mon 1:00 Exploring Balanced Feature Spaces for Representation Learning
Bingyi Kang · Yu Li · Sain Xie · Zehuan Yuan · Jiashi Feng
Poster
Mon 1:00 Batch Reinforcement Learning Through Continuation Method
Yijie Guo · Shengyu Feng · Nicolas Le Roux · Ed H. Chi · Honglak Lee · Minmin Chen
Poster
Mon 1:00 On the Transfer of Disentangled Representations in Realistic Settings
Andrea Dittadi · Frederik Träuble · Francesco Locatello · Manuel Wuthrich · Vaibhav Agrawal · Ole Winther · Stefan Bauer · Bernhard Schoelkopf
Poster
Mon 1:00 SALD: Sign Agnostic Learning with Derivatives
Matan Atzmon · Yaron Lipman
Poster
Mon 1:00 On Learning Universal Representations Across Languages
Xiangpeng Wei · Rongxiang Weng · Yue Hu · Luxi Xing · Heng Yu · Weihua Luo
Spotlight
Mon 3:40 Generalization in data-driven models of primary visual cortex
Konstantin-Klemens Lurz · Mohammad Bashiri · Konstantin Willeke · Akshay Jagadish · Eric Wang · Edgar Walker · Santiago Cadena · Taliah Muhammad · Erick M Cobos · Andreas Tolias · Alexander S Ecker · Fabian Sinz
Poster
Mon 9:00 Representation learning for improved interpretability and classification accuracy of clinical factors from EEG
Garrett Honke · Irina Higgins · Nina Thigpen · Vladimir Miskovic · Katie Link · Sunny Duan · Pramod Gupta · Julia Klawohn · Greg Hajcak
Poster
Mon 9:00 Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee · Youngjae Yu · Gunhee Kim · Thomas Breuel · Jan Kautz · Yale Song
Poster
Mon 9:00 The Risks of Invariant Risk Minimization
Elan Rosenfeld · Pradeep K Ravikumar · Andrej Risteski
Poster
Mon 9:00 Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
Csaba Toth · Patric Bonnier · Harald Oberhauser
Poster
Mon 9:00 Learning Invariant Representations for Reinforcement Learning without Reconstruction
Amy Zhang · Rowan T McAllister · Roberto Calandra · Yarin Gal · Sergey Levine