Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA

10 October 2022

Zheng Lin

Jie Zhou

Papers citing "Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA"

4 / 4 papers shown

Title
Co-occurrence is not Factual Association in Language Models Xiao Zhang Miao Li Ji Wu KELM 59 2 0 21 Sep 2024
Combo of Thinking and Observing for Outside-Knowledge VQA Q. Si Yuchen Mo Zheng Lin Huishan Ji Weiping Wang 24 13 0 10 May 2023
Rectify ViT Shortcut Learning by Visual Saliency Chong Ma Lin Zhao Yuzhong Chen David Liu Xi Jiang Tuo Zhang Xintao Hu Dinggang Shen Dajiang Zhu Tianming Liu ViT 20 20 0 17 Jun 2022
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 142 290 0 14 Mar 2020