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

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"

5 / 5 papers shown

Title
Co-occurrence is not Factual Association in Language Models Xiao Zhang Miao Li Ji Wu KELM 68 2 0 21 Sep 2024
Combo of Thinking and Observing for Outside-Knowledge VQA Q. Si Yuchen Mo Zheng Lin Huishan Ji Weiping Wang 46 13 0 10 May 2023
Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question Answering Q. Si Yuanxin Liu Zheng Lin Peng Fu Weiping Wang VLM 42 1 0 26 Oct 2022
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 33 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 154 290 0 14 Mar 2020