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Poster
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Tue 7:45
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Tree-to-tree Neural Networks for Program Translation
Xinyun Chen · Chang Liu · Dawn Song
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Poster
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Wed 7:45
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Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units
Yixi Xu · Xiao Wang
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Workshop
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Fri 11:00
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Efficient Computation of Deep Convolutional Neural Networks: A Quantization Perspective
Max Welling
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Poster
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Tue 14:00
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Information Constraints on Auto-Encoding Variational Bayes
Romain Lopez · Jeffrey Regier · Michael Jordan · Nir Yosef
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Poster
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Wed 14:00
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Are ResNets Provably Better than Linear Predictors?
Ohad Shamir
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Workshop
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Fri 11:25
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Deep neural network compression and acceleration
Anbang Yao
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Poster
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Tue 14:00
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Generative modeling for protein structures
Namrata Anand · Possu Huang
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Poster
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Tue 14:00
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Regularization Learning Networks: Deep Learning for Tabular Datasets
Ira Shavitt · Eran Segal
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Poster
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Thu 7:45
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Can We Gain More from Orthogonality Regularizations in Training Deep Networks?
Nitin Bansal · Xiaohan Chen · Zhangyang Wang
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Poster
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Tue 7:45
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Learning long-range spatial dependencies with horizontal gated recurrent units
Drew Linsley · Junkyung Kim · Vijay Veerabadran · Charles Windolf · Thomas Serre
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Poster
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Thu 7:45
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Posterior Concentration for Sparse Deep Learning
Veronika Rockova · nicholas polson
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Poster
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Tue 7:45
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Exact natural gradient in deep linear networks and its application to the nonlinear case
Alberto Bernacchia · Mate Lengyel · Guillaume Hennequin
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