Search All 2021 Events
 

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Workshop
Fri 6:26 Submodular Mutual Information for Targeted Data Subset Selection
Suraj Kothawade
Poster
Mon 1:00 FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders
Pengyu Cheng · Weituo Hao · Siyang Yuan · Shijing Si · Lawrence Carin
Poster
Thu 9:00 Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning
Siyang Yuan · Pengyu Cheng · Ruiyi Zhang · Weituo Hao · Zhe Gan · Lawrence Carin
Poster
Mon 17:00 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components
Junwen Bai · Weiran Wang · Yingbo Zhou · Caiming Xiong
Poster
Tue 9:00 Shape or Texture: Understanding Discriminative Features in CNNs
Md Amirul Islam · Matthew Kowal · Patrick Esser · Sen Jia · Bj√∂rn Ommer · Kosta Derpanis · Neil Bruce
Poster
Thu 9:00 Domain-Robust Visual Imitation Learning with Mutual Information Constraints
Edoardo Cetin · Oya Celiktutan
Poster
Mon 9:00 Conditional Negative Sampling for Contrastive Learning of Visual Representations
Mike Wu · Milan Mosse · Chengxu Zhuang · Daniel Yamins · Noah Goodman
Poster
Mon 17:00 Latent Skill Planning for Exploration and Transfer
Kevin Xie · Homanga Bharadhwaj · Danijar Hafner · Animesh Garg · Florian Shkurti
Poster
Thu 9:00 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning
Kanil Patel · William H Beluch · Bin Yang · Michael Pfeiffer · Dan Zhang
Spotlight
Wed 5:35 Neural Approximate Sufficient Statistics for Implicit Models
Yanzhi Chen · Dinghuai Zhang · Michael U Gutmann · Aaron Courville · Zhanxing Zhu
Poster
Mon 1:00 Neural Approximate Sufficient Statistics for Implicit Models
Yanzhi Chen · Dinghuai Zhang · Michael U Gutmann · Aaron Courville · Zhanxing Zhu
Spotlight
Tue 5:08 Mutual Information State Intrinsic Control
Rui Zhao · Yang Gao · Pieter Abbeel · Volker Tresp · Wei Xu