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Variational Pedestrian Detection


Apr 26, 2021
Yuang Zhang, Huanyu He, Jianguo Li, Yuxi Li, John See, Weiyao Lin


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Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation


Oct 23, 2020
Yuxi Li, Ning Xu, Jinlong Peng, John See, Weiyao Lin

* 13 pages, 10 figures 

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Finding Action Tubes with a Sparse-to-Dense Framework


Aug 30, 2020
Yuxi Li, Weiyao Lin, Tao Wang, John See, Rui Qian, Ning Xu, Limin Wang, Shugong Xu

* 5 figures; AAAI 2020 

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CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization


Aug 19, 2020
Yuxi Li, Weiyao Lin, John See, Ning Xu, Shugong Xu, Ke Yan, Cong Yang

* 7 figures, 3 tables; ECCV2020 

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Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events


May 19, 2020
Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah

* Dataset for ACM MM'20 Grand Challenge on Large-scale Human-centric Video Analysis in Complex Events (http://humaninevents.org

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TRP: Trained Rank Pruning for Efficient Deep Neural Networks


Apr 30, 2020
Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

* Accepted by IJCAI2020, An extension version of arXiv:1812.02402 

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Trained Rank Pruning for Efficient Deep Neural Networks


Oct 11, 2019
Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

* NeurIPS-EMC2 2019 Workshop on Energy Efficient Machine Learning and Cognitive Computing. arXiv admin note: substantial text overlap with arXiv:1812.02402 

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Traned Rank Pruning for Efficient Deep Neural Networks


Oct 09, 2019
Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

* NeurIPS-EMC2 2019 Workshop on Energy Efficient Machine Learning and Cognitive Computing. arXiv admin note: substantial text overlap with arXiv:1812.02402 

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Reinforcement Learning Applications


Aug 19, 2019
Yuxi Li


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Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images


Jul 26, 2019
Fei Yu, Jie Zhao, Yanjun Gong, Zhi Wang, Yuxi Li, Fan Yang, Bin Dong, Quanzheng Li, Li Zhang

* Accepted at MICCAI 2019 

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Group Re-Identification with Multi-grained Matching and Integration


May 26, 2019
Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei

* 14 pages, 10 figures, to appear in IEEE transaction on Cybernetics 

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Deep Reinforcement Learning


Oct 15, 2018
Yuxi Li

* Under review for Morgan & Claypool: Synthesis Lectures in Artificial Intelligence and Machine Learning 

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Network Decoupling: From Regular to Depthwise Separable Convolutions


Aug 16, 2018
Jianbo Guo, Yuxi Li, Weiyao Lin, Yurong Chen, Jianguo Li


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Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usages


Jul 29, 2018
Yuxi Li, Jiuwei Li, Weiyao Lin, Jianguo Li

* 12 pages, 3 figures, accepted by BMVC 2018 

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Deep Reinforcement Learning: An Overview


Sep 15, 2017
Yuxi Li


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