2 papers
cs.LG2026
Elastic Weight Consolidation Done Right for Continual Learning
Xuan Liu, Xiaobin Chang
Weight regularization methods in continual learning (CL) alleviate catastrophic forgetting by assessing and penalizing changes to important model weights. Elastic Weight Consolidat…
cs.CV2026
MeInTime: Bridging Age Gap in Identity-Preserving Face Restoration
Teer Song, Yue Zhang, Yu Tian +6
To better preserve an individual's identity, face restoration has evolved from reference-free to reference-based approaches, which leverage high-quality reference images of the sam…