Hidden-Shot: Towards One-Shot Task Generalization for Low-Level Vision Generalist Models

Shao-Jun Xia, Xianzheng Ma, Zichong Meng

Despite the intense engagement surrounding low-level vision generalist models, their effectiveness in zero/few-shot scenarios beyond learned tasks remains unverified. The primary c…