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Kang Yang

DJI Innovations Inc

Binary Neural Networks as a general-propose compute paradigm for on-device computer vision

Feb 08, 2022
Guhong Nie, Lirui Xiao, Menglong Zhu, Dongliang Chu, Yue Shen, Peng Li, Kang Yang, Li Du, Bo Chen

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* 13 pages, 3 figures

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Quantized Neural Networks via {-1, +1} Encoding Decomposition and Acceleration

Jun 18, 2021
Qigong Sun, Xiufang Li, Fanhua Shang, Hongying Liu, Kang Yang, Licheng Jiao, Zhouchen Lin

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* arXiv admin note: substantial text overlap with arXiv:1905.13389

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Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +1

May 31, 2019
Qigong Sun, Fanhua Shang, Kang Yang, Xiufang Li, Yan Ren, Licheng Jiao

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* 9 pages, 2 figures, Proc. 33rd AAAI Conf. Artif. Intell., 2019

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Convolutional Sparse Coding for Compressed Sensing CT Reconstruction

Mar 20, 2019
Peng Bao, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang, Huaiqiang Sun, Zhangyang Wang, Yi Zhang

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* Accepted by IEEE TMI

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