SIGMA: Bridging Structural and Distributional Gaps for Vision Foundation Model Adaptation

Lingyu Xiong, Jinjin Shi, Xuran Xu +3

Vision Foundation Models (VFMs) have demonstrated impressive representational capabilities. However, adapting them to downstream tasks via full fine-tuning incurs prohibitive compu…