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Workshop
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Fri 5:45
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Natural Induction: Conditions for spontaneous adaptation in dynamical systems
Richard Watson
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Poster
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Wed 2:30
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Neural graphical modelling in continuous-time: consistency guarantees and algorithms
Alexis Bellot · Kim Branson · Mihaela van der Schaar
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Workshop
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Non-linear dynamics of collective learning in uncertain environments
Wolfram Barfuss · Richard Mann
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Workshop
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Deep Sequenced Linear Dynamical Systems for Manipulation Policy Learning
Mohammad Nomaan Qureshi · Ben Eisner · David Held
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Spotlight
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Tue 2:30
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Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks
Marten Lienen · Stephan Günnemann
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Poster
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Tue 2:30
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Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks
Marten Lienen · Stephan Günnemann
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Poster
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Tue 2:30
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iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data
Marine Schimel · Ta-Chu Kao · Kristopher Jensen · Guillaume Hennequin
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Oral
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Tue 1:45
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iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data
Marine Schimel · Ta-Chu Kao · Kristopher Jensen · Guillaume Hennequin
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Spotlight
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Wed 10:30
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Long Expressive Memory for Sequence Modeling
T. Konstantin Rusch · Siddhartha Mishra · N. Benjamin Erichson · Michael W Mahoney
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Poster
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Wed 10:30
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Long Expressive Memory for Sequence Modeling
T. Konstantin Rusch · Siddhartha Mishra · N. Benjamin Erichson · Michael W Mahoney
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Poster
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Tue 2:30
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Constrained Physical-Statistics Models for Dynamical System Identification and Prediction
Jérémie DONA · Marie Déchelle · patrick gallinari · Marina Levy
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Spotlight
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Mon 10:30
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Continuous-Time Meta-Learning with Forward Mode Differentiation
Tristan Deleu · David Kanaa · Leo Feng · Giancarlo Kerg · Yoshua Bengio · Guillaume Lajoie · Pierre-Luc Bacon
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