They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias

Salma Abdel Magid, Jui-Hsien Wang, Kushal Kafle +1

Vision Language Models (VLMs) such as CLIP are powerful models; however they can exhibit unwanted biases, making them less safe when deployed directly in applications such as text-…