Continual Learning

A Unified Continual Learning Framework with General Parameter-Efficient Tuning featured image

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). Although the recent state-of-the-art in CL is achieved …

Qiankun gao
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning featured image

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 real-world application scenarios. With constrained …

Lama alssum