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Workshop
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Sat 16:20
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Towards an understanding of wide, deep neural networks
Yasaman Bahri
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Poster
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Tue 17:30
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Network Pruning via Transformable Architecture Search
Xuanyi Dong · Yi Yang
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Poster
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Wed 10:45
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AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters
XIA XIAO · Zigeng Wang · Sanguthevar Rajasekaran
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Spotlight
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Tue 10:40
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Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation
Colin Wei · Tengyu Ma
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Workshop
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Fri 9:10
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Contributed Talk: SLIDE : Training Deep Neural Networks with Large Outputs on a CPU faster than a V100-GPU
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Workshop
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Sat 8:35
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Yasaman Bahri - Tractable limits for deep networks: an overview of the large width regime
Yasaman Bahri
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Tutorial
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Mon 11:15
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Efficient Processing of Deep Neural Network: from Algorithms to Hardware Architectures
Vivienne Sze
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Poster
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Tue 10:45
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Deep ReLU Networks Have Surprisingly Few Activation Patterns
Boris Hanin · David Rolnick
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Poster
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Tue 10:45
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Learning from Bad Data via Generation
Tianyu Guo · Chang Xu · Boxin Shi · Chao Xu · Dacheng Tao
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Workshop
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Fri 11:00
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Contributed Talk: Layerwise Knowledge Extraction from Deep Convolutional Networks
Simon Odense
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Poster
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Thu 10:45
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Abstraction based Output Range Analysis for Neural Networks
Pavithra Prabhakar · Zahra Rahimi Afzal
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Poster
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Thu 17:00
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Piecewise Strong Convexity of Neural Networks
Tristan Milne
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