Benchmarking Bias Mitigation Toward Fairness Without Harm from Vision to LVLMs

Xuwei Tan, Ziyu Hu, Xueru Zhang

Machine learning models trained on real-world data often inherit and amplify biases against certain social groups, raising urgent concerns about their deployment at scale. While nu…