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118 Results
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Poster
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Wed 14:30 |
On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks Yukun Ding · Jinglan Liu · Jinjun Xiong · Yiyu Shi |
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Poster
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Thu 9:00 |
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikang Shen · Shawn Tan · Alessandro Sordoni · Aaron Courville |
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Poster
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Thu 9:00 |
Stable Recurrent Models John Miller · Moritz Hardt |
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Poster
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Wed 14:30 |
ProxQuant: Quantized Neural Networks via Proximal Operators Yu Bai · Yu-Xiang Wang · Edo Liberty |
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Poster
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Thu 9:00 |
RNNs implicitly implement tensor-product representations Tom McCoy · Tal Linzen · Ewan Dunbar · Paul Smolensky |
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Poster
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Thu 9:00 |
Generalized Tensor Models for Recurrent Neural Networks Valentin Khrulkov · Oleksii Hrinchuk · Ivan Oseledets |
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Poster
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Wed 14:30 |
Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network Daehyun Ahn · Dongsoo Lee · Taesu Kim · Jae-Joon Kim |
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Poster
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Thu 9:00 |
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity Thomas Miconi · Aditya Rawal · Jeff Clune · Kenneth O. Stanley |
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Poster
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Wed 14:30 |
An Empirical study of Binary Neural Networks' Optimisation Milad Alizadeh · Javier Fernandez-Marques · Nicholas Lane · Yarin Gal |
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Oral
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Tue 13:15 |
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware Florian Tramer · Dan Boneh |
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Poster
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Wed 14:30 |
Deep Frank-Wolfe For Neural Network Optimization Leonard Berrada · Andrew Zisserman · M. Pawan Kumar |
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Oral
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Wed 8:15 |
Deterministic Variational Inference for Robust Bayesian Neural Networks Anqi Wu · Sebastian Nowozin · Ted Meeds · Richard E Turner · José Miguel Hernández Lobato · Alexander Gaunt |