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10 Results
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Poster
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Wed 1:00 |
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation Alexandre Rame · MATTHIEU CORD |
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Poster
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Mon 17:00 |
Variational Intrinsic Control Revisited Taehwan Kwon |
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Poster
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Wed 17:00 |
Task-Agnostic Morphology Evolution Donald Hejna III · Pieter Abbeel · Lerrel Pinto |
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Poster
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Tue 9:00 |
Uncertainty Estimation in Autoregressive Structured Prediction Andrey Malinin · Mark Gales |
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Workshop
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Fri 3:30 |
Neural Compression: From Information Theory to Applications Stephan Mandt · Robert Bamler · Yingzhen Li · Christopher Schroers · Yang Yang · Max Welling · Taco Cohen |
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Poster
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Tue 17:00 |
A Temporal Kernel Approach for Deep Learning with Continuous-time Information Da Xu · Chuanwei Ruan · evren korpeoglu · Sushant Kumar · kannan achan |
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Poster
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Mon 9:00 |
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective Boxin Wang · Shuohang Wang · Yu Cheng · Zhe Gan · Ruoxi Jia · Bo Li · Jingjing Liu |
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Poster
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Mon 9:00 |
Effective Distributed Learning with Random Features: Improved Bounds and Algorithms Yong Liu · Jiankun Liu · Shuqiang Wang |
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Poster
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Wed 17:00 |
Estimating informativeness of samples with Smooth Unique Information Hrayr Harutyunyan · Alessandro Achille · Giovanni Paolini · Orchid Majumder · Avinash Ravichandran · Rahul Bhotika · Stefano Soatto |
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Poster
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Wed 17:00 |
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Sang Michael Xie · Ananya Kumar · Robbie Jones · Fereshte Khani · Tengyu Ma · Percy Liang |