Overcoming Language Priors with Self-supervised Learning for Visual Question Answering

Xi Zhu, Zhendong Mao, Chunxiao Liu +3

Most Visual Question Answering (VQA) models suffer from the language prior problem, which is caused by inherent data biases. Specifically, VQA models tend to answer questions (e.g.…