Maanas Sharma

BendVLM: Test-Time Debiasing of Vision-Language Embeddings

Vision-language (VL) embedding models have been shown to encode biases present in their training data, such as societal biases that prescribe negative characteristics to members of various racial and gender identities. Due to their wide-spread adoption for various tasks ranging from few-shot classif…