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116 Results
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Poster
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Wed 9:00 |
How to train your MAML Antreas Antoniou · Harrison Edwards · Amos Storkey |
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Poster
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Thu 9:00 |
Learning Recurrent Binary/Ternary Weights Arash Ardakani · Zhengyun Ji · Sean Smithson · Brett Meyer · Warren Gross |
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Poster
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Wed 14:30 |
Relaxed Quantization for Discretized Neural Networks Christos Louizos · Matthias Reisser · Tijmen Blankevoort · Efstratios Gavves · Max Welling |
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Poster
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Thu 9:00 |
Learning Finite State Representations of Recurrent Policy Networks Anurag Koul · Alan Fern · Samuel Greydanus |
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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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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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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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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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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 |
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Poster
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Thu 9:00 |
Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control Robert Csordas · Jürgen Schmidhuber |
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Poster
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Thu 9:00 |
Discovery of Natural Language Concepts in Individual Units of CNNs Seil Na · Yo Joong Choe · Dong-Hyun Lee · Gunhee Kim |