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26 Results
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Poster
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Thu 9:00 |
-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension Ziv Goldfeld · Kristjan Greenewald · Theshani Nuradha · Galen Reeves |
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Workshop
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Measuring and Controlling Split Layer Privacy Leakage Using Fisher Information Kiwan Maeng · Chuan Guo · Sanjay Kariyappa · G. Edward Suh |
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Poster
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Tue 14:00 |
Information-Theoretic GAN Compression with Variational Energy-based Model Minsoo Kang · Hyewon Yoo · Eunhee Kang · Sehwan Ki · Hyong Euk Lee · Bohyung Han |
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Workshop
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Mutual Information Regularized Offline Reinforcement Learning Xiao Ma · Bingyi Kang · Zhongwen Xu · Min Lin · Shuicheng Yan |
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Poster
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Tue 9:00 |
Generalised Mutual Information for Discriminative Clustering Louis Ohl · Pierre-Alexandre Mattei · Charles Bouveyron · Warith HARCHAOUI · Mickaël Leclercq · Arnaud Droit · Frederic Precioso |
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Poster
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Tue 14:00 |
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization Qing Guo · Junya Chen · Dong Wang · Yuewei Yang · Xinwei Deng · Jing Huang · Larry Carin · Fan Li · Chenyang Tao |
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Workshop
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GraphCG: Unsupervised Discovery of Steerable Factors in Graphs Shengchao Liu · Chengpeng Wang · Weili Nie · Hanchen Wang · Jiarui Lu · Bolei Zhou · Jian Tang |
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Poster
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Heterogeneous Skill Learning for Multi-agent Tasks Yuntao Liu · Yuan Li · Xinhai Xu · Yong Dou · Donghong Liu |
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Poster
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Tue 14:00 |
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry Cheongjae Jang · Sungyoon Lee · Frank Park · Yung-Kyun Noh |
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Poster
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Tue 14:00 |
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment Dong Hoon Lee · Sungik Choi · Hyunwoo Kim · Sae-Young Chung |
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Workshop
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A robust estimator of mutual information for deep learning interpretability Davide Piras · Hiranya Peiris · Andrew Pontzen · Luisa Lucie-Smith · Brian Nord · Ningyuan (Lillian) Guo |
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Poster
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Wed 14:00 |
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning Yao Mu · Yuzheng Zhuang · Fei Ni · Bin Wang · Jianyu Chen · Jianye Hao · Ping Luo |