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Xue Lin

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FAIVConf: Face enhancement for AI-based Video Conference with Low Bit-rate

Jul 08, 2022
Zhengang Li, Sheng Lin, Shan Liu, Songnan Li, Xue Lin, Wei Wang, Wei Jiang

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Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization

Jun 02, 2022
Yanyu Li, Pu Zhao, Geng Yuan, Xue Lin, Yanzhi Wang, Xin Chen

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Location-free Human Pose Estimation

May 25, 2022
Xixia Xu, Yingguo Gao, Ke Yan, Xue Lin, Qi Zou

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Reverse Engineering of Imperceptible Adversarial Image Perturbations

Apr 01, 2022
Yifan Gong, Yuguang Yao, Yize Li, Yimeng Zhang, Xiaoming Liu, Xue Lin, Sijia Liu

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Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration

Nov 22, 2021
Yifan Gong, Geng Yuan, Zheng Zhan, Wei Niu, Zhengang Li, Pu Zhao, Yuxuan Cai, Sijia Liu, Bin Ren, Xue Lin, Xulong Tang, Yanzhi Wang

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ILMPQ : An Intra-Layer Multi-Precision Deep Neural Network Quantization framework for FPGA

Oct 30, 2021
Sung-En Chang, Yanyu Li, Mengshu Sun, Yanzhi Wang, Xue Lin

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RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions

Oct 30, 2021
Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Sijia Liu, Yanzhi Wang, Xue Lin

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MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

Oct 26, 2021
Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin

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GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity

Aug 25, 2021
Wei Niu, Zhengang Li, Xiaolong Ma, Peiyan Dong, Gang Zhou, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren

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Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search

Aug 18, 2021
Zheng Zhan, Yifan Gong, Pu Zhao, Geng Yuan, Wei Niu, Yushu Wu, Tianyun Zhang, Malith Jayaweera, David Kaeli, Bin Ren, Xue Lin, Yanzhi Wang

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