Triple Expert Learning from Noisy Labels for Semi-Supervised Vision Foundation Model Adaptation

Xuanyu Liu, Zheng Fang, Hongyang He +2

Semi-supervised adaptation of vision foundation models (VFMs) commonly freezes the pretrained backbone and updates lightweight modules such as LoRA. However, pseudo-labels have mix…