Towards Robust Visual Question Answering: Making the Most of Biased
Samples via Contrastive Learning

Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning

10 October 2022

Zheng Lin

Jie Zhou

Papers citing "Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning"

9 / 9 papers shown

Title
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning Jie Ma Zhitao Gao Qi Chai J. Liu P. Wang Jing Tao Zhou Su 45 0 0 01 Apr 2025
Task Progressive Curriculum Learning for Robust Visual Question Answering Ahmed Akl Abdelwahed Khamis Zhe Wang Ali Cheraghian Sara Khalifa Kewen Wang OOD 66 0 0 26 Nov 2024
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering Jie Ma Min Hu Pinghui Wang Wangchun Sun Lingyun Song Hongbin Pei Jun Liu Youtian Du 30 4 0 18 Apr 2024
Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering Trang Nguyen Naoaki Okazaki LRM 25 0 0 09 Oct 2023
Interpretable Visual Question Answering via Reasoning Supervision Maria Parelli Dimitrios Mallis Markos Diomataris Vassilis Pitsikalis LRM 20 2 0 07 Sep 2023
Robust Visual Question Answering: Datasets, Methods, and Future Challenges Jie Ma Pinghui Wang Dechen Kong Zewei Wang Jun Liu Hongbin Pei Junzhou Zhao OOD 13 18 0 21 Jul 2023
Adaptive loose optimization for robust question answering Jie Ma Pinghui Wang Ze-you Wang Dechen Kong Min Hu Tingxu Han Jun Liu OOD 24 4 0 06 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 21 1 0 26 Oct 2022
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 132 287 0 14 Mar 2020