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20 Results
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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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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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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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Mon 17:00 |
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization Rui Wang · Robin Walters · Rose Yu |
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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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Tue 1:00 |
Conformation-Guided Molecular Representation with Hamiltonian Neural Networks Ziyao Li · Shuwen Yang · Guojie Song · Lingsheng Cai |
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Poster
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Mon 17:00 |
Federated Learning Based on Dynamic Regularization Durmus Alp Emre Acar · Yue Zhao · Ramon Matas · Matthew Mattina · Paul Whatmough · Venkatesh Saligrama |
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Oral
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Mon 11:00 |
Federated Learning Based on Dynamic Regularization Durmus Alp Emre Acar · Yue Zhao · Ramon Matas · Matthew Mattina · Paul Whatmough · Venkatesh Saligrama |
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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 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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Tue 1:00 |
Lossless Compression of Structured Convolutional Models via Lifting Gustav Sourek · Filip Zelezny · Ondrej Kuzelka |
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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 |