王亦洲 - 北京大学 - 人工智能研究院

个人简介

1996年于清华大学获得学士学位，2005年从加州大学洛杉矶分校(UCLA)获得计算机科学博士学位，同年被美国Xerox Palo Alto研究中心(Xerox PARC)聘为研究员，2007年12月加入北京大学信息科学技术学院计算机科学技术系数字媒体研究所。在国际重要学术期刊和学术会议发表学术论文100余篇，多篇论文获得最佳论文奖。

近期论文

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MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation Rongchang Xie, Chunyu Wang, Yizhou Wang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, Jun. 16-18, 2020. Cross-view Correspondence Reasoning based on Bipartite Graph Convolutional Network for Mammogram Mass Detection Yuhang Liu, Fandong Zhang, Qianyi Zhang, Siwen Wang, Yizhou Wang, Yizhou Yu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, Jun. 16-18, 2020. Pose-Assisted Multi-Camera Collaboration for Active Object Tracking Jing Li, Jing Xu, Fangwei Zhong, Xiangyu Kong, Yu Qiao, Yizhou Wang The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New York, USA, Feb. 7-12, 2020. AD-VAT+: An Asymmetric Dueling Mechanism for Learning and Understanding Visual Active Tracking Fangwei Zhong, Peng Sun, Wenhan Luo, Tingyun Yan, Yizhou Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), in press, 2019. End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning 　Wenhan Luo, Peng Sun, Fangwei Zhong, Tong Zhang, Yizhou Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), in press, 2019. Robust 3D Human Pose Estimation from Single Images or Video Sequences Chunyu Wang, Yizhou Wang, Zhouchen Lin, Alan Yuille IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), vol. 41(5), pp 1227-1241, 2019. Fast and Resilient Indoor Floor Plan Construction with a Single User Ruipeng Gao, Bing Zhou, Fan Ye, Yizhou Wang IEEE Transactions on Mobile Computing (IEEE-TMC), vol. 18(5), pp 1083-1097, 2019. Max-MIG: an Information Theoretic Approach for Joint Learning from Crowds Peng Cao*, Yilun Xu*, Yuqing Kong, Yizhou Wang Seventh International Conference on Learning Representations (ICLR), New Orleans, USA, May 6-9, 2019. AD-VAT: An Asymmetric Dueling mechanism for learning Visual Active Tracking Fangwei Zhong, Peng Sun, Wenhan Luo, Tingyun Yan, Yizhou Wang Seventh International Conference on Learning Representations (ICLR), New Orleans, USA, May 6-9, 2019. Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms Fandong Zhang, Ling Luo, Xinwei Sun, Zhen Zhou, Xiuli Li, Yizhou Wang, Yizhou Yu IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, Jun. 16-20, 2019. CRAVES: Controlling Robotic Arm With a Vision-Based Economic System Yingming Zuo, Weichao Qiu, Lingxi Xie, Fangwei Zhong, Yizhou Wang, Alan Yuille IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, Jun. 16-20, 2019. Multi-Agent Tensor Fusion for Contextual Trajectory Prediction Tianyang Zhao, Yifei Xu, Mathew Monfort, Wongun Choi, Chris Maker, Yibiao Zhao, Yizhou Wang, Yingnian Wu IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, Jun. 16-20, 2019. Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization aochang Liu, Tingting Jiang, Yizhou Wang IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, Jun. 16-20, 2019. Learning with Unsure Data for Medical Image Diagnosis Botong Wu, Xinwei Sun, Lingjing Hu, Yizhou Wang International Conference in Computer Vision (ICCV), Seoul, South Korea, Oct. 27-Nov. 2, 2019. Optimizing Network Structure for 3D Human Pose Estimation Hai Ci, Chunyu Wang, Xiaoxuan Ma, Yizhou Wang International Conference in Computer Vision (ICCV), Seoul, South Korea, Oct. 27-Nov. 2, 2019. Align, Attend and Locate: Chest X-ray Diagnosis via Contrast Induced Attention Network with Limited Supervision Jingyu Liu, Gangming Zhao, Yu Fei, Ming Zhang, Yizhou Wang, Yizhou Yu International Conference in Computer Vision (ICCV), Seoul, South Korea, Oct. 27-Nov. 2, 2019. Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field Daochang Liu, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li The 22nd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), ShenZhen, China, Oct. 13-17, 2019. From Unilateral to Bilateral Learning: Detecting Mammogram Mass with Contrasted Bilateral Network Yuhang Liu, Shu Zhang, Ling Luo, Qianyi Zhang, Fandong Zhang, Xiuli Li, Yizhou Wang, Yizhou Yu The 22nd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), ShenZhen, China, Oct. 13-17, 2019. MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang, Yizhou Wang, Yizhou Yu The 22nd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), ShenZhen, China, Oct. 13-17, 2019. L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise Yilun Xu*, Peng Cao*, Yuqing Kong, Yizhou Wang The Thirty-third Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec. 8-14, 2019. Building Invariances into Sparse Subspace Clustering Bo Xin, Yizhou Wang, Wen Gao, David Wipf IEEE Transactions on Signal Processing (IEEE-TSP), vol. 66(2), pp 449-462, 2018. MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning Bo Zhao, Xinwei Sun, Yanwei Fu, Yuan Yao, Yizhou Wang International Conference on Machine Learning (ICML), Stockholm, Sweden, Jul. 10-15, 2018. End-to-end Active Object Tracking via Reinforcement Learning Wenhan Luo, Peng Sun, Fangwei Zhong, Wei Liu, Tong Zhang, Yizhou Wang International Conference on Machine Learning (ICML), Stockholm, Sweden, Jul. 10-15, 2018. Video Object Segmentation by Learning Location-Sensitive Embeddings Hai Ci, Chunyu Wang, Yizhou Wang European Conference on Computer Vision (ECCV), Munich, Germany, Sept. 8-14, 2018. FDR-HS: An Empirical Bayesian Identification of Heterogenous Features in Neuroimage Analysis Xinwei Sun, Lingjing Hu, Fandong Zhang, Yuan Yao, Yizhou Wang The 21th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Granada, Spain, Sept. 16-20, 2018. RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment Hongyu Ren, Diqi Chen, Yizhou Wang The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), New Orleans, USA, Feb. 2-7, 2018. Detect-SLAM: Making Object Detection and SLAM Mutually Beneficial Fangwei Zhong, Sheng Wang, Ziqi Zhang, Chen Zhou, Yizhou Wang IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Tahoe, USA, Mar. 12-15, 2018. Dyadic perceptual learning of orientation discrimination Yifei Zhang, Fang Fang, Yizhou Wang Journal of Vision, vol. 18(10):270, 2018.

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