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51 Results
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Poster
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Mon 9:00 |
Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers Benjamin Eysenbach · Shreyas Chaudhari · Swapnil Asawa · Sergey Levine · Ruslan Salakhutdinov |
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Oral
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Mon 11:00 |
Federated Learning Based on Dynamic Regularization Durmus Alp Emre Acar · Yue Zhao · Ramon Matas · Matthew Mattina · Paul Whatmough · Venkatesh Saligrama |
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Poster
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Thu 17:00 |
On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis Zhong Li · Jiequn Han · Weinan E · Qianxiao Li |
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Oral
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Thu 4:20 |
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting Yuan Yin · Vincent Le Guen · Jérémie DONA · Emmanuel d Bezenac · Ibrahim Ayed · Nicolas THOME · patrick gallinari |
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Oral
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Wed 5:00 |
Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency Qiang Zhang · Tete Xiao · Alexei Efros · Lerrel Pinto · Xiaolong Wang |
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Poster
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Tue 1:00 |
Learning Subgoal Representations with Slow Dynamics Siyuan Li · Lulu Zheng · Jianhao Wang · Chongjie Zhang |
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Spotlight
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Tue 5:18 |
Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models that Generalize Nils Wandel · Michael Weinmann · Reinhard Klein |
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Poster
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Tue 1:00 |
Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies Dominik Schmidt · Georgia Koppe · Zahra Monfared · Max Beutelspacher · Daniel Durstewitz |
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Poster
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Wed 9:00 |
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks Zhou Xian · Shamit Lal · Hsiao-Yu Tung · Anthony Platanios · Katerina Fragkiadaki |
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Poster
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Wed 17:00 |
Efficient Empowerment Estimation for Unsupervised Stabilization Ruihan Zhao · Kevin Lu · Pieter Abbeel · Stas Tiomkin |
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Poster
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Mon 17:00 |
Learning Energy-Based Models by Diffusion Recovery Likelihood Ruiqi Gao · Yang Song · Ben Poole · Yingnian Wu · Durk Kingma |
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Spotlight
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Wed 13:38 |
Dynamic Tensor Rematerialization Marisa Kirisame · Steven S. Lyubomirsky · Altan Haan · Jennifer Brennan · Mike He · Jared G Roesch · Tianqi Chen · Zachary Tatlock |