SeMoBridge: Semantic Modality Bridge for Efficient Few-Shot Adaptation of CLIP

Christoph Timmermann, Hyunse Lee, Woojin Lee

While Contrastive Language-Image Pretraining (CLIP) excels at zero-shot tasks by aligning image and text embeddings, its performance in few-shot classification is hindered by a cri…