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40 Results
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Poster
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Tue 18:30 |
Towards Accurate Binary Convolutional Neural Network Xiaofan Lin · Cong Zhao · Wei Pan |
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Poster
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Tue 18:30 |
Reducing Reparameterization Gradient Variance Andrew Miller · Nick Foti · Alexander D'Amour · Ryan Adams |
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Poster
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Tue 18:30 |
Compression-aware Training of Deep Networks Jose Alvarez · Mathieu Salzmann |
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Poster
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Mon 18:30 |
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks Kyuhong Shim · Minjae Lee · Iksoo Choi · Yoonho Boo · Wonyong Sung |
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Poster
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Tue 18:30 |
Training Quantized Nets: A Deeper Understanding Hao Li · Soham De · Zheng Xu · Christoph Studer · Hanan Samet · Tom Goldstein |
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Poster
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Tue 18:30 |
Runtime Neural Pruning Ji Lin · Yongming Rao · Jiwen Lu · Jie Zhou |
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Poster
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Tue 18:30 |
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig · Yoav Goldberg · Chris Dyer |
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Poster
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Mon 18:30 |
Bayesian Compression for Deep Learning Christos Louizos · Karen Ullrich · Max Welling |
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Poster
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Tue 18:30 |
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes Zhenwen Dai · Mauricio Álvarez · Neil Lawrence |
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Poster
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Wed 18:30 |
Linear Time Computation of Moments in Sum-Product Networks Han Zhao · Geoffrey Gordon |
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Poster
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Mon 18:30 |
Neural Variational Inference and Learning in Undirected Graphical Models Volodymyr Kuleshov · Stefano Ermon |
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Poster
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Wed 18:30 |
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning Akash Srivastava · Lazar Valkov · Chris Russell · Michael Gutmann · Charles Sutton |