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Workshop
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Neural Latent Dynamics Models Nicola Farenga · Stefania Fresca · Andrea Manzoni |
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Poster
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Tue 9:00 |
Provably sample-efficient RL with side information about latent dynamics Yao Liu · Dipendra Misra · Miro Dudik · Robert Schapire |
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Poster
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Wed 9:00 |
Learning Physics Constrained Dynamics Using Autoencoders Tsung-Yen Yang · Justinian Rosca · Karthik Narasimhan · Peter J Ramadge |
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Poster
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Thu 9:00 |
Langevin Autoencoders for Learning Deep Latent Variable Models Shohei Taniguchi · Yusuke Iwasawa · Wataru Kumagai · Yutaka Matsuo |
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Poster
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Thu 14:00 |
Efficient learning of nonlinear prediction models with time-series privileged information Bastian Jung · Fredrik Johansson |
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Poster
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Wed 14:00 |
Learning interacting dynamical systems with latent Gaussian process ODEs Çağatay Yıldız · Melih Kandemir · Barbara Rakitsch |
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Poster
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Tue 14:00 |
Hamiltonian Latent Operators for content and motion disentanglement in image sequences Asif Khan · Amos Storkey |
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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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Poster
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Tue 14:00 |
Mesoscopic modeling of hidden spiking neurons Shuqi Wang · Valentin Schmutz · Guillaume Bellec · Wulfram Gerstner |