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Poster
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Tue 9:00 |
Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks Thomas Bird · Friso Kingma · David Barber |
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Poster
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Mon 1:00 |
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study Zhiqiang Shen · Zhiqiang Shen · Dejia Xu · Zitian Chen · Kwang-Ting Cheng · Marios Savvides |
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Poster
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Wed 1:00 |
Neural networks with late-phase weights Johannes von Oswald · Seijin Kobayashi · Joao Sacramento · Alexander Meulemans · Christian Henning · Benjamin F Grewe |
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Poster
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Wed 17:00 |
INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving Yuhuai Wu · Albert Jiang · Jimmy Ba · Roger Grosse |
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Poster
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Thu 1:00 |
Efficient Inference of Flexible Interaction in Spiking-neuron Networks Feng Zhou · Yixuan Zhang · Jun Zhu |
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Poster
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Mon 9:00 |
LambdaNetworks: Modeling long-range Interactions without Attention Irwan Bello |
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Spotlight
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Wed 20:50 |
CPT: Efficient Deep Neural Network Training via Cyclic Precision Yonggan Fu · Han Guo · Meng Li · Xin Yang · Yining Ding · Vikas Chandra · Yingyan Lin |
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Workshop
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Self-Constructing Neural Networks through Random Mutation Samuel Schmidgall |
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Poster
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Tue 1:00 |
Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies Dominik Schmidt · Georgia Koppe · Zahra Monfared · Max Beutelspacher · Daniel Durstewitz |
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Poster
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Wed 9:00 |
Neural Networks for Learning Counterfactual G-Invariances from Single Environments S Chandra Mouli · Bruno Ribeiro |
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Poster
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Wed 9:00 |
Probabilistic Numeric Convolutional Neural Networks Marc Finzi · Roberto Bondesan · Max Welling |
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Poster
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Tue 17:00 |
Deep Equals Shallow for ReLU Networks in Kernel Regimes Alberto Bietti · Francis Bach |