Wu Yang

Affiliation and department：
Homepage URL (1)： http://rvlab.naist.jp/

Research field (3)： Perceptual information processing , Intelligent informatics , Intelligent robotics

Research keywords (13)： Generative Adversarial Network , Deep Learning , Machine Learning , Computer Vision , Intention Inference , Image Processing , Pose Estimation , Person Tracing, Person Tracking , Pattern Recognition , Video Analysis , Action Recognition , Person Re-identification , Hand/Human Pose Tracking

Research theme for competitive and other funds (6)：

2019 - 2022 Knowledge Driven Hierarchical Learning for Large Scale Image Classification
2018 - 2020 Effective photorealistic person image generation to advance cross-camera person search in video surveillance
2018 - 2019 Heterogeneous Person Re-identification
2016 - 2019 パラリンピックゲームの3Dリアルタイム放送および再現
2015 - 2018 Fast, effective and robust person re-identification for large-scale real applications

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Papers (43)：

Mingzhi Dong, Kunkun Pang, Yang Wu, Jing-Hao Xue, Timothy Hospedales, Tsukasa Ogasawara. Transferring CNNS to multi-instance multi-label classification on small datasets. Proceedings - International Conference on Image Processing, ICIP. 2018. 2017-. 1332-1336
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy, M. Hospedales. Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice. CoRR. 2018. abs/1810.07778. 2269-2276
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy, M. Hospedales. Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning. CoRR. 2018. abs/1806.04798
Mingzhi Dong, Xiaochen Yang, Yang Wu, Jing-Hao Xue. Metric Learning via Maximizing the Lipschitz Margin Ratio. CoRR. 2018. abs/1802.03464
Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, Xiangyang Xue. Pose-Normalized Image Generation for Person Re-identification. Computer Vision - ECCV 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part IX. 2018. 661-678

ｍore...

Professional career (1)：

工学博士

Work history (3)：

2014/12 - 現在 Nara Institute of Science and Technology NAIST International Collaborative Laboratory for Robotics Vision Assistant Professor
2011/01 - 2014/11 Kyoto University The Academic Center for Computing and Media Studies Project Specific Researcher
2014/07 - 2014/08 University College London Visiting Scholar

Awards (5)：

2018/08 - International Association for Pattern Recognition "The Piero Zamperoni Best Student Paper Award" Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice
2018/07 - The AutoML (Automatic Machine Learning) 2018 International workshop @ ICML/IJCAI-ECAI 2018 "Best Paper Award" Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning
2018/02 - Nara Institute of Science and Technology Excellent award The Creative and International Competitiveness Project 2017
2017/10 - HANDS 2017 International Workshop @ ICCV "Winner" Winner of the “Hand-Object interaction” 3D hand pose estimation track, The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation
2016/10 - IPSJ Distributed Processing System Workshop 2016 Excellent Demo Award ScreenFinder: Demo for joint rectangle detection and perspective correction

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