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27 Results
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Poster
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Mon 17:00 |
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization Rui Wang · Robin Walters · Rose Yu |
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Poster
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Tue 9:00 |
Physics-aware, probabilistic model order reduction with guaranteed stability Sebastian Kaltenbach · PS Koutsourelakis |
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Workshop
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Fri 7:25 |
Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization. Björn Lütjens · brandon leshchinskiy · Christian Requena-Mesa · Natalia Diaz Rodriguez · Aruna Sankaranarayanan · Aaron Piña · Yarin Gal · Chedy Raissi · Alexander Lavin · Dava Newman |
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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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Poster
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Mon 1:00 |
Isometric Transformation Invariant and Equivariant Graph Convolutional Networks Masanobu Horie · Naoki Morita · Toshiaki Hishinuma · Yu Ihara · Naoto Mitsume |
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Poster
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Wed 1:00 |
Learning from Demonstration with Weakly Supervised Disentanglement Yordan Hristov · Subramanian Ramamoorthy |
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Poster
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Tue 17:00 |
Unsupervised Discovery of 3D Physical Objects Yilun Du · Kevin A Smith · Tomer Ullman · Joshua B Tenenbaum · Jiajun Wu |
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Poster
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Wed 17:00 |
gradSim: Differentiable simulation for system identification and visuomotor control Krishna Murthy Jatavallabhula · Miles Macklin · Florian Golemo · Vikram Voleti · Linda Petrini · Martin Weiss · Breandan Considine · Jérôme Parent-Lévesque · Kevin Xie · Kenny Erleben · Liam Paull · Florian Shkurti · Derek Nowrouzezahrai · Sanja Fidler |
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Poster
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Tue 9:00 |
On the mapping between Hopfield networks and Restricted Boltzmann Machines Matthew Smart · Anton Zilman |
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Poster
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Mon 9:00 |
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning Zhenfang Chen · Jiayuan Mao · Jiajun Wu · Kwan-Yee K Wong · Joshua B Tenenbaum · Chuang Gan |
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Poster
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Mon 17:00 |
PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics Zhiao Huang · Yuanming Hu · Tao Du · Siyuan Zhou · Hao Su · Joshua B Tenenbaum · Chuang Gan |
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Poster
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Wed 1:00 |
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 |