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Spotlight
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Tue 5:28 |
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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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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Mon 1:00 |
Towards Robust Neural Networks via Close-loop Control Zhuotong Chen · Qianxiao Li · Zheng Zhang |
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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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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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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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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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Tue 9:00 |
The geometry of integration in text classification RNNs Kyle Aitken · Vinay Ramasesh · Ankush Garg · Yuan Cao · David Sussillo · Niru Maheswaranathan |
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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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Poster
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Tue 1:00 |
PDE-Driven Spatiotemporal Disentanglement Jérémie DONA · Jean-Yves Franceschi · sylvain lamprier · patrick gallinari |
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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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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 |