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AIP: Adversarial Iterative Pruning Based on Knowledge Transfer for Convolutional Neural Networks


Aug 31, 2021
Jingfei Chang, Yang Lu, Ping Xue, Yiqun Xu, Zhen Wei

* 15 pages, 7 figures 

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Few-Shot Model Adaptation for Customized Facial Landmark Detection, Segmentation, Stylization and Shadow Removal


Apr 19, 2021
Zhen Wei, Bingkun Liu, Weinong Wang, Yu-Wing Tai

* with supplementary file 

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Self-Distribution Binary Neural Networks


Mar 04, 2021
Ping Xue, Yang Lu, Jingfei Chang, Xing Wei, Zhen Wei

* 10 pages, 6 figures 

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ACP: Automatic Channel Pruning via Clustering and Swarm Intelligence Optimization for CNN


Jan 16, 2021
Jingfei Chang, Yang Lu, Ping Xue, Yiqun Xu, Zhen Wei

* 13 pages, 9 figures, 10 tables 

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UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration


Oct 03, 2020
Jingfei Chang, Yang Lu, Ping Xue, Xing Wei, Zhen Wei

* 21 pages,7 figures and 5 tables 

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FBNetV3: Joint Architecture-Recipe Search using Neural Acquisition Function


Jun 07, 2020
Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Bichen Wu, Zijian He, Zhen Wei, Kan Chen, Yuandong Tian, Matthew Yu, Peter Vajda, Joseph E. Gonzalez


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Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security


Nov 20, 2017
Hao Dong, Chao Wu, Zhen Wei, Yike Guo

* IEEE Trans. Information Forensics and Security (TIFS) 

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Deeply-Fused Nets


May 25, 2016
Jingdong Wang, Zhen Wei, Ting Zhang, Wenjun Zeng


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DisturbLabel: Regularizing CNN on the Loss Layer


Apr 30, 2016
Lingxi Xie, Jingdong Wang, Zhen Wei, Meng Wang, Qi Tian

* To appear in CVPR 2016 (10 pages, 10 figures) 

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