Chen Shangyu
Chen Shangyu
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Learning to prune deep neural networks via layer-wise optimal brain surgeon
X Dong, S Chen, SJ Pan
arXiv preprint arXiv:1705.07565, 2017
2142017
Metaquant: Learning to quantize by learning to penetrate non-differentiable quantization
S Chen, W Wang, SJ Pan
Advances in Neural Information Processing Systems 32, 3916-3926, 2019
182019
Deep neural network quantization via layer-wise optimization using limited training data
S Chen, W Wang, SJ Pan
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3329-3336, 2019
122019
Statistical analysis of energy-aware real-time automotive systems in EAST-ADL/Stateflow
EY Kang, J Chen, L Ke, S Chen
2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA …, 2016
112016
Cooperative Pruning in Cross-Domain Deep Neural Network Compression.
S Chen, W Wang, SJ Pan
IJCAI, 2102-2108, 2019
82019
Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning
J Chen, S Chen, SJ Pan
22019
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