黄悦 教授

清华大学 博士(2010)

研究方向:机器学习,信号与信息处理

电子邮件:yhuang2010@xmu.edu.cn

个人主页:huangyue05.github.io

个人简历:

主讲课程: 

  • 数字图像处理(本科生方向性限选课)

  • 机器学习(本科生选修课)


学术兼职: 

  • IEEE Trans. Neural Networks and Learning, Associate Editor


在研项目: 

  • 国家自然科学基金,青年科学基金项目,2014-2016

  • 国家自然科学基金,面上项目,2017-2020

  • 国家自然科学基金联合基金,子课题,2020-2023

  • CCF-腾讯犀牛鸟项目,2016-2017

  • CCF-腾讯犀牛鸟项目,2018-2019


代表性论文: 

  • Huang Y, Paisley J, Lin Q, *Ding X, Fu X, Zhang X, 2014. Bayesian nonparametric dictionary learning for compressed sensing MRI, IEEE Transactions on Image Processing, 23: 5007-5119.

  • Chaoqi Chen, Zebiao Zheng, Xinghao Ding, Yue Huang*, Qi Dou, Harmonizing Transferability and Discriminability for Adapting Object Detectors, CVPR 2020

  • Chaoqi Chen, Weiping Xie, Wenbing Huang, Yu Rong, Xinghao Ding, Yue Huang*, Tingyang Xu*, Junzhou Huang, Progressive Feature Alignment for Unsupervised Domain Adaptation, CVPR 2019

  • Chaoqi Chen, Zebiao Zheng, Xinghao Ding, Yue Huang, Yizhou Yu, I^3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors, CVPR 2021

  • Chaoqi Chen, Jiongcheng Li, Zebiao Zheng, Xinghao Ding, Yue Huang, Yizhou Yu, Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection, ICCV 2021