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cs.LG2026
GAP-Prompt: Gated Adaptive Prompting for Efficient Continual Learning
Trung-Anh Dang, Duy-Cuong Bui, Ngoc-Son Vu +2
Continual learning faces the persistent challenge of catastrophic forgetting, where sequential task updates degrade previously acquired knowledge. While prompt-based methods integr…
cs.LG2025
SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse
Trung-Anh Dang, Vincent Nguyen, Ngoc-Son Vu +1
While most continual learning methods focus on mitigating forgetting and improving accuracy, they often overlook the critical aspect of network calibration, despite its importance.…