2 papers
eess.AS2026
Inverse-Hessian Regularization for Continual Learning in ASR
Steven Vander Eeckt, Hugo Van hamme
Catastrophic forgetting remains a major challenge for continual learning (CL) in automatic speech recognition (ASR), where models must adapt to new domains without losing performan…
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…