2 papers
eess.AS2026
Efficient Rehearsal for Continual Learning in ASR via Singular Value Tuning
Steven Vander Eeckt, Hugo Van hamme
Continual Learning (CL) in Automatic Speech Recognition (ASR) suffers from catastrophic forgetting when adapting to new tasks, domains, or speakers. A common strategy to mitigate t…
cs.LG2025
Continual Learning With Quasi-Newton Methods
Steven Vander Eeckt, Hugo Van hamme
Catastrophic forgetting remains a major challenge when neural networks learn tasks sequentially. Elastic Weight Consolidation (EWC) attempts to address this problem by introducing…