Debiasing Vison-Language Models with Text-Only Training

Yunfan Yang, Chaoquan Jiang, Zhiyu Lin +3

Pre-trained vision-language models (VLMs), such as CLIP, have exhibited remarkable performance across various downstream tasks by aligning text and images in a unified embedding sp…