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84 Results
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Poster
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LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning Xi Chen · Ali Ghadirzadeh · Tianhe Yu · Jianhao Wang · Alex Yuan Gao · Wenzhe Li · Liang Bin · Chelsea Finn · Chongjie Zhang |
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Workshop
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Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective Raj Ghugare · Homanga Bharadhwaj · Benjamin Eysenbach · Sergey Levine · Ruslan Salakhutdinov |
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Panel
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Tue 10:45 |
Panel 1C-8: Local Spatiotemporal Representation… & Learning Latent Seasonal-Trend… Mengwei Ren · Zhiyuan Wang |
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Poster
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Thu 9:00 |
Latent Hierarchical Causal Structure Discovery with Rank Constraints Biwei Huang · Charles Jia Han Low · Feng Xie · Clark Glymour · Kun Zhang |
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Poster
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Thu 14:00 |
Semantic uncertainty intervals for disentangled latent spaces Swami Sankaranarayanan · Anastasios Angelopoulos · Stephen Bates · Yaniv Romano · Phillip Isola |
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Poster
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Wed 9:00 |
Learning Physics Constrained Dynamics Using Autoencoders Tsung-Yen Yang · Justinian Rosca · Karthik Narasimhan · Peter J Ramadge |
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Poster
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Tue 14:00 |
Hamiltonian Latent Operators for content and motion disentanglement in image sequences Asif Khan · Amos Storkey |
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Poster
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Natural image synthesis for the retina with variational information bottleneck representation Babak Rahmani · Demetri Psaltis · Christophe Moser |
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Poster
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Wed 14:00 |
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error Yuqin Yang · AmirEmad Ghassami · Mohamed Nafea · Negar Kiyavash · Kun Zhang · Ilya Shpitser |
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Poster
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Tue 9:00 |
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts Neeraj Wagh · Jionghao Wei · Samarth Rawal · Brent M Berry · Yogatheesan Varatharajah |
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Poster
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Thu 14:00 |
VICE: Variational Interpretable Concept Embeddings Lukas Muttenthaler · Charles Zheng · Patrick McClure · Robert Vandermeulen · Martin N Hebart · Francisco Pereira |
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Poster
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Tue 14:00 |
Posterior Collapse of a Linear Latent Variable Model Zihao Wang · Liu Ziyin |