A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning

1 code implementation • 22 Mar 2022 • Hugo Berg, Siobhan Mackenzie Hall, Yash Bhalgat, Wonsuk Yang, Hannah Rose Kirk, Aleksandar Shtedritski, Max Bain

Vision-language models can encode societal biases and stereotypes, but there are challenges to measuring and mitigating these multimodal harms due to lacking measurement robustness and feature degradation.