Continual learning in the presence of repetition

Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo E. Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven

Abstract: Highlights•An overview of the continual learning challenge of the CLVision workshop at CVPR 2023.•Novel benchmarks focussing on the topic of repetition in continual learning.•Description and discussion of the strategies submitted by the winning teams.•The results highlight the remarkable effectiveness of ensemble-based solutions.