SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering

no code implementations • 4 Apr 2023 • Xinyao Shu, ShiYang Yan, Xu Yang, Ziheng Wu, Zhongfeng Chen, Zhenyu Lu

Unfortunately, language bias is a common problem in VQA, which refers to the model generating answers only by associating with the questions while ignoring the visual content, resulting in biased results.

counterfactual Metric Learning +2