Mitigating Bias in Large Vision-Language Models via Counterfactual Ensemble Decoding

Yisong Xiao, Aishan Liu, Yongxin Huang +6

Large Vision-Language Models (LVLMs) have achieved remarkable performance across a wide range of tasks; however, they often inherit social biases from their training data, resultin…