Continual learning

A Unified Continual Learning Framework with General Parameter-Efficient Tuning
The ‘pre-training → downstream adaptation’ presents both new opportunities and challenges for Continual Learning (CL). …
Qiankun Gao, Chen Zhao, Yifan Sun, Teng Xi, Gang Zhang, Bernard Ghanem, Jian Zhang
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A Unified Continual Learning Framework with General Parameter-Efficient Tuning
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning
Class-incremental learning is one of the most important settings for the study of Continual Learning, as it closely resembles …
Lama Alssum, Juan Leo ́n Alca ́zar, Merey Ramazanova, Chen Zhao, Bernard Ghanem
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Just a Glimpse: Rethinking Temporal Information for Video Continual Learning