Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing

no code implementations • CVPR 2020 • Vedika Agarwal, Rakshith Shetty, Mario Fritz

Despite significant success in Visual Question Answering (VQA), VQA models have been shown to be notoriously brittle to linguistic variations in the questions.

Question Answering Visual Question Answering