When Person Re-identification Meets Changing Clothes

Mar 16, 2020
Fangbin Wan, Yang Wu, Xuelin Qian, Yanwei Fu

* 10 pages, 7 figures, 9 tables 

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Multiple Object Tracking by Flowing and Fusing

Jan 30, 2020
Jimuyang Zhang, Sanping Zhou, Xin Chang, Fangbin Wan, Jinjun Wang, Yang Wu, Dong Huang


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Lossless Compression for 3DCNNs Based on Tensor Train Decomposition

Dec 08, 2019
Dingheng Wang, Guangshe Zhao, Guoqi Li, Lei Deng, Yang Wu


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Using panoramic videos for multi-person localization and tracking in a 3D panoramic coordinate

Dec 05, 2019
Fan Yang, Feiran Li, Yang Wu, Sakriani Sakti, Satoshi Nakamura

* 5 pages 

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Generalizing Energy-based Generative ConvNets from Particle Evolution Perspective

Oct 31, 2019
Yang Wu, Pengxu Wei, Xu Cai, Guanbin Li, Liang Lin

* To be appeared in T-PAMI 2020. We track and rederive the origin of the pGCN model from the perspective of particle evolution and discover the potential factors that may lead to a deteriorating quality of generated samples and instability of model training. The source code is publicly available at https://github.com/uiyo/GeneralizedGCN 

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Make Skeleton-based Action Recognition Model Smaller, Faster and Better

Jul 29, 2019
Fan Yang, Sakriani Sakti, Yang Wu, Satoshi Nakamura

* 6 pages, 5 figures 

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Dynamic Face Video Segmentation via Reinforcement Learning

Jul 02, 2019
Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic


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Beyond Intra-modality Discrepancy: A Comprehensive Survey of Heterogeneous Person Re-identification

May 24, 2019
Zheng Wang, Zhixiang Wang, Yang Wu, Jingdong Wang, Shin'ichi Satoh


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ReshapeGAN: Object Reshaping by Providing A Single Reference Image

May 16, 2019
Ziqiang Zheng, Yang Wu, Zhibin Yu, Yang Yang, Haiyong Zheng, Takeo Kanade

* 25 pages, 23 figures 

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Generative Adversarial Network with Multi-Branch Discriminator for Cross-Species Image-to-Image Translation

Jan 24, 2019
Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Wu, Bing Zheng, Ping Lin

* 10 pages, 16 figures 

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FRAME Revisited: An Interpretation View Based on Particle Evolution

Jan 16, 2019
Xu Cai, Yang Wu, Guanbin Li, Ziliang Chen, Liang Lin


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Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice

Sep 29, 2018
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy M. Hospedales

* This work has been accepted at ICPR2018 and won Piero Zamperoni Best Student Paper Award 

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Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition

Jul 02, 2018
Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo

* Accepted at IJCAI 2018. The first work that introduces high-level knowledge to enhance representation learning for fine-grained image classification 

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Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning

Jun 12, 2018
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy Hospedales


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Pose-Normalized Image Generation for Person Re-identification

Apr 25, 2018
Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, Xiangyang Xue

* 10 pages, 5 figures 

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Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Mar 29, 2018
Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim


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Metric Learning via Maximizing the Lipschitz Margin Ratio

Feb 09, 2018
Mingzhi Dong, Xiaochen Yang, Yang Wu, Jing-Hao Xue


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Joint Hierarchical Category Structure Learning and Large-Scale Image Classification

Sep 15, 2017
Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao

* IEEE Trans. on Image Processing,2017 
* 16 pages, 14 figures 

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Collaborative Representation for Classification, Sparse or Non-sparse?

Mar 06, 2014
Yang Wu, Vansteenberge Jarich, Masayuki Mukunoki, Michihiko Minoh

* 8 pages, 1 figure 

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