Li, Qiwei（李其威）
Undergrad Student
Supervisor: Prof. Jiahuan Zhou
Wangxuan Institute of Computer Technology, Peking University.
Beijing, China
E-mail: lqw@pku.edu.cn
I am now a first year PhD in Wangxuan Institute of Computer Technology, Peking University.
Education
- Software Engineering , School of Electronics Engineering and Computer Science , Peking University , 2020 – 2024
Awards and Honors
Academic Excellence Award, Peking University, 2023
Merit Student, Peking University, 2022
Research Interests
Online Learning, Incremental Learning, Person Re-Identification
Publications
One paper in submission.
Qiwei Li, Yuxin Peng, and Jiahuan Zhou*, "Progressive Prototype Evolving for Dual-Forgetting Mitigation in Non-Exemplar Online Continual Learning", 32nd ACM Multimedia Conference (ACM MM'24), Melbourne, Australia, 2024. [pdf] [code]
Qiwei Li, Kunlun Xu, Yuxin Peng, Jiahuan Zhou, "Exemplar-Free Lifelong Person Re-Identification via Prompt-guided Adaptive Knowledge Consolidation", in International Journal of Computer Vision (IJCV), 2024. [pdf] [code]
Qiwei Li, Yuxin Peng, Jiahuan Zhou*, "FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning", in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'24), Seattle WA, USA. [pdf] [code]
Qiyu Dai, Jiyao Zhang, Qiwei Li, Tianhao Wu, Hao Dong, Ziyuan, Liu Ping Tan and He Wang, "Domain randomization-enhanced depth simulation and restoration for perceiving and grasping specular and transparent objects", European Conf. on Computer Vision (ECCV'22), Tel-Aviv, Israel, Oct. 2022.
Academic Service
Conference Reviewer:IEEE Conf. on Computer Vision and Pattern Recognition (CVPR2024)