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92 Results
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Workshop
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Mon 11:00 |
NeuralVerification.jl: Algorithms for Verifying Deep Neural Networks Tomer Arnon · Christopher Lazarus |
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Poster
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Tue 14:30 |
Invariant and Equivariant Graph Networks Haggai Maron · Heli Ben-Hamu · Nadav Shamir · Yaron Lipman |
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Poster
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Tue 9:00 |
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes Roman Novak · Lechao Xiao · Yasaman Bahri · Jaehoon Lee · Greg Yang · Jiri Hron · Daniel Abolafia · Jeffrey Pennington · Jascha Sohl-Dickstein |
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Poster
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Tue 9:00 |
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs Jack Lindsey · Samuel Ocko · Surya Ganguli · Stephane Deny |
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Poster
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Wed 9:00 |
Neural Graph Evolution: Automatic Robot Design Tingwu Wang · Yuhao Zhou · Sanja Fidler · Jimmy Ba |
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Poster
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Thu 9:00 |
A Generative Model For Electron Paths John Bradshaw · Matt Kusner · Brooks Paige · Marwin Segler · José Miguel Hernández Lobato |
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Poster
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Thu 9:00 |
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu · Angela Fan · Alexei Baevski · Yann Dauphin · Michael Auli |
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Poster
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Thu 14:30 |
Deep, Skinny Neural Networks are not Universal Approximators Jesse Johnson |
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Poster
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Tue 14:30 |
Stochastic Optimization of Sorting Networks via Continuous Relaxations Aditya Grover · Eric J. Wang · Aaron Zweig · Stefano Ermon |
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Poster
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Wed 14:30 |
From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference Randall Balestriero · Richard Baraniuk |
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Poster
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Tue 14:30 |
Capsule Graph Neural Network xinyi zhang · Lihui Chen |
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Poster
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Tue 14:30 |
Dynamic Sparse Graph for Efficient Deep Learning Liu Liu · Lei Deng · Xing Hu · Maohua Zhu · Guoqi Li · Yufei Ding · Yuan Xie |