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51 Results
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Poster
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Thu 17:00 |
Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models Mitchell Hill · Jonathan Mitchell · Song-Chun Zhu |
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Poster
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Wed 9:00 |
Chaos of Learning Beyond Zero-sum and Coordination via Game Decompositions Yun Kuen Cheung · Yixin Tao |
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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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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 |
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Spotlight
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Tue 19:15 |
DDPNOpt: Differential Dynamic Programming Neural Optimizer Guan-Horng Liu · Tianrong Chen · Evangelos Theodorou |
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Poster
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Tue 17:00 |
Lipschitz Recurrent Neural Networks N. Benjamin Erichson · Omri Azencot · Alejandro Queiruga · Liam Hodgkinson · Michael W Mahoney |
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Poster
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Mon 9:00 |
Planning from Pixels using Inverse Dynamics Models Keiran Paster · Sheila McIlraith · Jimmy Ba |
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Poster
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Thu 1:00 |
Learning continuous-time PDEs from sparse data with graph neural networks Valerii Iakovlev · Markus Heinonen · Harri Lähdesmäki |
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Poster
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Mon 17:00 |
Robust Curriculum Learning: from clean label detection to noisy label self-correction Tianyi Zhou · Shengjie Wang · Jeff Bilmes |
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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 1:00 |
Towards Robust Neural Networks via Close-loop Control Zhuotong Chen · Qianxiao Li · Zheng Zhang |
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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 |