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286 Results
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Poster
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Wed 14:00 |
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto · Samuel Smith · Albert Gu · Anushan Fernando · Caglar Gulcehre · Razvan Pascanu · Soham De |
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Poster
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Tue 17:00 |
Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification Florian Heinrichs · Mavin Heim · Corinna Weber |
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Poster
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Tue 14:00 |
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling Arka Daw · Jie Bu · Sifan Wang · Paris Perdikaris · Anuj Karpatne |
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Poster
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Tue 14:00 |
Local Vertex Colouring Graph Neural Networks Shouheng Li · Dongwoo Kim · Qing Wang |
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Poster
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Wed 17:00 |
Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks Yihang Gao · Yiqi Gu · Michael Ng |
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Poster
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Tue 14:00 |
FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks Bingqing Song · Prashant Khanduri · xinwei zhang · Jinfeng Yi · Mingyi Hong |
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Poster
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Tue 17:00 |
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West |
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Poster
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Thu 13:30 |
TIPS: Topologically Important Path Sampling for Anytime Neural Networks Guihong Li · Kartikeya Bhardwaj · Yuedong Yang · Radu Marculescu |
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Poster
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Wed 17:00 |
Feature Expansion for Graph Neural Networks Jiaqi Sun · Lin Zhang · Guangyi Chen · Peng XU · Kun Zhang · Yujiu Yang |
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Poster
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Tue 17:00 |
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation Li'ang Li · Yifei duan · Guanghua Ji · Yongqiang Cai |
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Poster
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Thu 16:30 |
Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space Alistair Shilton · Sunil Gupta · Santu Rana · Svetha Venkatesh |
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Poster
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Thu 16:30 |
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks Louis Bethune · Paul Novello · Guillaume Coiffier · Thibaut Boissin · Mathieu Serrurier · Quentin VINCENOT · Andres Troya-Galvis |