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292 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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Wed 17:00 |
Graph Generative Model for Benchmarking Graph Neural Networks Minji Yoon · Yue Wu · John Palowitch · Bryan Perozzi · Ruslan Salakhutdinov |
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Poster
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Thu 16:30 |
Streaming Active Learning with Deep Neural Networks Akanksha Saran · Safoora Yousefi · Akshay Krishnamurthy · John Langford · Jordan Ash |
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Poster
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Wed 14:00 |
LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control Xujie Song · Jingliang Duan · Wenxuan Wang · Shengbo Li · Chen Chen · Bo Cheng · Bo Zhang · Junqing Wei · Xiaoming (Simon) Wang |
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Poster
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Tue 17:00 |
Function-Space Regularization in Neural Networks: A Probabilistic Perspective Tim G. J. Rudner · Sanyam Kapoor · Shikai Qiu · Andrew Wilson |
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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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Thu 16:30 |
Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective Tanya Marwah · Zachary Lipton · Jianfeng Lu · Andrej Risteski |