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58 Results
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Poster
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Wed 9:00 |
Learning Chaotic Dynamics in Dissipative Systems Zongyi Li · Miguel Liu-Schiaffini · Nikola Kovachki · Kamyar Azizzadenesheli · Burigede Liu · Kaushik Bhattacharya · Andrew Stuart · Anima Anandkumar |
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Poster
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Thu 14:00 |
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks Leo Kozachkov · Michaela Ennis · Jean-Jacques Slotine |
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Poster
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Thu 9:00 |
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification Yanbo Xu · Alind Khare · Glenn Matlin · Monish Ramadoss · Rishikesan Kamaleswaran · Chao Zhang · Alexey Tumanov |
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Poster
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Thu 9:00 |
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers Ran Liu · Mehdi Azabou · Max Dabagia · Jingyun Xiao · Eva Dyer |
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Poster
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Thu 9:00 |
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation Hengguan Huang · Xiangming Gu · Hao Wang · Chang Xiao · Hongfu Liu · Ye Wang |
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Affinity Workshop
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Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics Noga Mudrik · Yenho Chen · Eva Yezerets · Christopher Rozell · Adam Charles |
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Workshop
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Evaluating vaccine allocation strategies using simulation-assisted causal modelling Armin Kekić · Jonas Dehning · Luigi Gresele · Julius von Kügelgen · Viola Priesemann · Bernhard Schölkopf |
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Poster
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Tue 14:00 |
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces Vladimir Kostic · Pietro Novelli · Andreas Maurer · Carlo Ciliberto · Lorenzo Rosasco · Massimiliano Pontil |
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Workshop
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Continuous PDE Dynamics Forecasting with Implicit Neural Representations Yuan Yin · Matthieu Kirchmeyer · Jean-Yves Franceschi · Alain Rakotomamonjy · Patrick Gallinari |
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Poster
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Tue 14:00 |
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu |