VeFA: Vector-Based Feature Space Adaptation for Robust Model Fine-Tuning

Peng Wang, Minghao Gu, Qiang Huang

Catastrophic forgetting is a well-documented challenge in model fine-tuning, particularly when the downstream domain has limited labeled data or differs substantially from the pre-…