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Shuai Zhang
Shuai Zhang
Qualcomm AI Research
Verified email at qti.qualcomm.com - Homepage
Title
Cited by
Cited by
Year
UNDERSTANDING STRAIGHT-THROUGH ESTIMATOR IN TRAINING ACTIVATION QUANTIZED NEURAL NETS
P Yin, J Lyu, S Zhang, S Osher, Y Qi, J Xin
Seventh International Conference on Learning Representations (ICLR), 2019
2692019
Minimization of Transformed L_1 Penalty: Theory, Difference of Convex Function Algorithm, and Robust Application in Compressed Sensing
S Zhang, J Xin
Mathematical Programming 169 (1), 307 - 336, 2018
1252018
Binaryrelax: A relaxation approach for training deep neural networks with quantized weights
P Yin, S Zhang, J Lyu, S Osher, Y Qi, J Xin
SIAM Journal on Imaging Sciences, 2018
902018
TRP: Trained Rank Pruning for Efficient Deep Neural Networks
Y Xu, Y Li, S Zhang, W Wen, B Wang, Y Qi, Y Chen, W Lin, H Xiong
International Joint Conference on Artificial Intelligence (IJCAI) 2020, 2020
712020
Minimization of transformed penalty: Closed form representation and iterative thresholding algorithms
S Zhang, J Xin
Communications in Mathematical Sciences 15 (2), 511 – 537, 2017
692017
Blended coarse gradient descent for full quantization of deep neural networks
P Yin, S Zhang, J Lyu, S Osher, Y Qi, J Xin
Research in the Mathematical Sciences, 2018
682018
Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection
P Yin, S Zhang, Y Qi, J Xin
Journal of Computational Mathematics 37 (3), 349 - 360, 2018
56*2018
Trained Rank Pruning for Efficient Deep Neural Networks
Y Xu, Y Li, S Zhang, W Wen, B Wang, Y Qi, Y Chen, W Lin, H Xiong
The NeurIPS 2019 Workshop on Energy Efficient Machine Learning and Cognitive …, 2018
492018
Transformed Schatten-1 iterative thresholding algorithms for low rank matrix completion
S Zhang, P Yin, J Xin
Communications in Mathematical Sciences 15 (3), 839 – 862, 2017
31*2017
Autoshufflenet: Learning permutation matrices via an exact lipschitz continuous penalty in deep convolutional neural networks
J Lyu, S Zhang, Y Qi, J Xin
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
302020
User adaptation for biometric authentication
EZ Mequanint, S Zhang, Y Qi, N Bi
US Patent 11,216,541, 2022
182022
Structured sparsity of convolutional neural networks via nonconvex sparse group regularization
K Bui, F Park, S Zhang, Y Qi, J Xin
Frontiers in applied mathematics and statistics 6, 529564, 2021
152021
Channel Pruning for Deep Neural Networks via a Relaxed Groupwise Splitting Method
B Yang, J Xin, J Lyu, S Zhang, Y Qi
International Conference on Artificial Intelligence for Industries (AI4I), 2019
152019
DNQ: Dynamic Network Quantization
Y Xu, S Zhang, Y Qi, J Guo, W Lin, H Xiong
2019 Data Compression Conference (DCC), 610-610, 2019
102019
Nonconvex regularization for network slimming: compressing cnns even more
K Bui, F Park, S Zhang, Y Qi, J Xin
International Symposium on Visual Computing, 39-53, 2020
82020
DAC: Data-free Automatic Acceleration of Convolutional Networks
X Li, S Zhang, B Jiang, Y Qi, MC Chuah, N Bi
Winter Conference on Applications of Computer Vision (WACV), 2019
82019
Improving network slimming with nonconvex regularization
K Bui, F Park, S Zhang, Y Qi, J Xin
IEEE Access 9, 115292-115314, 2021
72021
Weakly-supervised degree of eye-closeness estimation
E Mequanint, S Zhang, B Forutanpour, Y Qi, N Bi
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
52019
Personalized eye openness estimation
EZ Mequanint, S Zhang, Y Qi, N Bi
US Patent 11,227,156, 2022
42022
Tiny-hourglassnet: An efficient design for 3d human pose estimation
B Shi, Y Xu, W Dai, B Wang, S Zhang, C Li, J Zou, H Xiong
2020 IEEE international conference on image processing (ICIP), 1491-1495, 2020
42020
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