Yun Liu 刘云

I am a PhD student at CCCE&CS, Nankai University (Tianjin, China). My advisor is Professor Ming-Ming Cheng. I received my bachelor degree from Nankai University in 2016. My research interest includes computer vision and machine learning (especially deep learning).

I have graduated, so this page has stopped updating. Please refer to https://yun-liu.github.io/ for updated information.

Selected Publications

Richer Convolutional Features for Edge Detection, Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Jia-Wang Bian, Le Zhang, Xiang Bai, and Jinhui Tang, IEEE TPAMI (CVPR’17), 2019. [Project page] [pdf] [bib] [Source code]
Sequential Optimization for Efficient High-Quality Object Proposal Generation, Ziming Zhang, Yun Liu, Xi Chen, Yanjun Zhu, Ming-Ming Cheng, Venkatesh Saligrama, and Philip H.S. Torr, IEEE TPAMI, 2018. [pdf] [Source code]
Nonlinear Regression via Deep Negative Correlation Learning, Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, and Zeng Zeng, IEEE TPAMI, 2020. [pdf] [Source code]
Ordered or Orderless: A Revisit for Video based Person Re-Identification, Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, and Chunhua Shen, IEEE TPAMI, 2020. [pdf|code|bib]
GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence, Jia-Wang Bian, Wen-Yan Lin, Yun Liu, Le Zhang, Sai-Kit Yeung, Ming-Ming Cheng, and Ian Reid, IJCV, 2020. [pdf|bib|project|code]
HFS: Hierarchical Feature Selection for Efficient Image Segmentation, Ming-Ming Cheng*, Yun Liu*, Qibin Hou, Jiawang Bian, Philip Torr, Shi-Min Hu, and Zhuowen Tu (* indicates joint first authors), ECCV, 2016. [project|pdf|bib|code]
DEL: Deep Embedding Learning for Efficient Image Segmentation, Yun Liu, Peng-Tao Jiang, Vahan Petrosyan, Shi-Jie Li, Jiawang Bian, Le Zhang, Ming-Ming Cheng, IJCAI, 2018. [pdf|bib|project|code]
Rethinking Computer-aided Tuberculosis Diagnosis, Yun Liu, Yu-Huan Wu, Yunfeng Ban, Huifang Wang, Ming-Ming Cheng, IEEE CVPR (Oral), 2020. [pdf|project|bib|Dataset on Google Drive|Dataset on Baidu Yunpan|Online Challenge|Video|PPT]