Selective Test-Time Debiasing for CLIP via Reward Gating

Jaeho Han, Jisoo Yang, Hyeondong Woo +3

Vision language models (VLMs) demonstrate strong zero-shot performance, but often perpetuate social stereotypes in person-centric queries, yielding skewed demographic distributions…