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13 Results
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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 |
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 |
An Empirical study of Binary Neural Networks' Optimisation Milad Alizadeh · Javier Fernandez-Marques · Nicholas Lane · Yarin Gal |
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Poster
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Wed 14:30 |
From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference Randall Balestriero · Richard Baraniuk |
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Poster
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Wed 14:30 |
Analysis of Quantized Models LU HOU · Ruiliang Zhang · James Kwok |
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Poster
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Tue 14:30 |
Defensive Quantization: When Efficiency Meets Robustness Ji Lin · Chuang Gan · Song Han |
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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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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 |
Per-Tensor Fixed-Point Quantization of the Back-Propagation Algorithm Charbel Sakr · Naresh Shanbhag |
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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 |
Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets Penghang Yin · Jiancheng Lyu · shuai zhang · Stanley J Osher · YINGYONG QI · Jack Xin |
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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 |