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Poster
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Thu 10:45
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Discriminator optimal transport
Akinori Tanaka
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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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How to Initialize your Network? Robust Initialization for WeightNorm & ResNets
Devansh Arpit · Víctor Campos · Yoshua Bengio
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Poster
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Wed 10:45
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On the Ineffectiveness of Variance Reduced Optimization for Deep Learning
Aaron Defazio · Leon Bottou
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Poster
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Thu 10:45
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Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness
Fanny Yang · Zuowen Wang · Christina Heinze-Deml
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Poster
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Tue 10:45
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You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle
Dinghuai Zhang · Tianyuan Zhang · Yiping Lu · Zhanxing Zhu · Bin Dong
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Poster
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Wed 10:45
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What Can ResNet Learn Efficiently, Going Beyond Kernels?
Zeyuan Allen-Zhu · Yuanzhi Li
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Poster
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Thu 10:45
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Splitting Steepest Descent for Growing Neural Architectures
Lemeng Wu · Dilin Wang · Qiang Liu
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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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Tue 10:45
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Control Batch Size and Learning Rate to Generalize Well: Theoretical and Empirical Evidence
Fengxiang He · Tongliang Liu · Dacheng Tao
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Poster
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Thu 17:00
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Efficient Rematerialization for Deep Networks
Ravi Kumar · Manish Purohit · Zoya Svitkina · Erik Vee · Joshua Wang
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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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