I am currently a special research assistant/postdoc at the Key Laboratory of Intelligent Information Processing (IIP), Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). Before joining IIP, I was working as a senior engineer at Consumer Cloud Service Dept., Huawei. I received the Ph.D. degree from IIP, ICT, CAS under the supervision of Prof. Xilin Chen and Ruiping Wang.
My research revolves around continuous learning algorithms and lifelong learning systems. I have authored several papers in relevant journals and conferences. Our team won the championship of the Track of New Instances in the CVPR2020 CLVision Challenge. As the first author, I received the Best Paper Award of the CVPR2021 CLVision Workshop and I am the recipient of the Outstanding Reviewer for CVPR2022.
Person homepage: http://www.tonypod.com
2024.12 - now: Special research assistant/postdoc at Institute of Computing Technology, Chinese Academy of Sciences
2022.10 – 2024.12 Consumer Cloud Service Dept., Consumer Business Group, Senior Engineer
2016.9 – 2022.9 University of Chinese Academy of Sciences, Beijing, China, Ph.D. degree
2012.9 – 2016.6 Sichuan University, Chengdu, China, B.E. degree
[1] Chen He, Ruiping Wang, Shiguang Shan, Xilin Chen. Introspective GAN: Learning to Grow a GAN for Incremental Generation and Classification. Pattern Recognition (PR), 151: 110383, pp. 1-12, Jul. 2024.
[2] Chen He, Ruiping Wang, Xilin Chen. Rethinking Class Orders and Transferability in Class Incremental Learning. Pattern Recognition Letters (PRL), 161, pp. 67-73, Sep. 2022.
[3] Chen He, Ruiping Wang, Xilin Chen. A Tale of Two CILs: The Connections between Class Incremental Learning and Class Imbalanced Learning, and Beyond. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021) Workshop on Continual Learning in Computer Vision (CLVision), pp. 3559-3569, June 19-25, 2021. (Best Paper Award)
[4] Chen He, Ruiping Wang, Shiguang Shan, Xilin Chen. Exemplar-Supported Generative Reproduction for Class Incremental Learning. British Machine Vision Conference (BMVC), Newcastle upon Tyne, UK, Sep. 3-6, 2018.
