The Blind Spot of Adaptation: Quantifying and Mitigating Forgetting in Fine-tuned Driving Models
arXiv:2604.04857v1 Announce Type: new
Abstract: The integration of Vision-Language Models (VLMs) into autonomous driving promises to solve long-tail scenarios, but this paradigm faces the critical and unaddressed challenge of catastrophic forgetting. …