Poster
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Tue 14:00
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Why bigger is not always better: on finite and infinite neural networks
Laurence Aitchison
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Poster
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Wed 15:00
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Orthogonalized SGD and Nested Architectures for Anytime Neural Networks
Chengcheng Wan · Henry (Hank) Hoffmann · Shan Lu · Michael Maire
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Poster
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Wed 13:00
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A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits
Ramin Hasani · Mathias Lechner · Alexander Amini · Daniela Rus · Radu Grosu
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Poster
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Thu 6:00
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Constrained Markov Decision Processes via Backward Value Functions
Harsh Satija · Philip Amortila · Joelle Pineau
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Poster
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Tue 12:00
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Bayesian Sparsification of Deep C-valued Networks
Ivan Nazarov · Evgeny Burnaev
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Poster
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Tue 14:00
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Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation
Reinhard Heckel · Mahdi Soltanolkotabi
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Poster
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Tue 10:00
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Deep Isometric Learning for Visual Recognition
Haozhi Qi · Chong You · Xiaolong Wang · Yi Ma · Jitendra Malik
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Poster
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Wed 14:00
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Small Data, Big Decisions: Model Selection in the Small-Data Regime
Jorg Bornschein · Francesco Visin · Simon Osindero
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Poster
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Wed 9:00
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Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability
Mingjie Li · Lingshen He · Zhouchen Lin
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Poster
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Wed 5:00
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Neural Architecture Search in A Proxy Validation Loss Landscape
Yanxi Li · Minjing Dong · Yunhe Wang · Chang Xu
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Poster
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Thu 6:00
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PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions
Zhengyang Shen · Lingshen He · Zhouchen Lin · Jinwen Ma
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Poster
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Wed 8:00
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Circuit-Based Intrinsic Methods to Detect Overfitting
Satrajit Chatterjee · Alan Mishchenko
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