CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels

Shizhuo Deng, Bowen Han, Jiaqi Chen +3

Noisy labels threaten the robustness of few-shot learning (FSL) due to the inexact features in a new domain. CLIP, a large-scale vision-language model, performs well in FSL on imag…