Papers citing 'Visual Grounding Methods for VQA are Working for the Wrong Reasons!'

Title
Uncovering the Full Potential of Visual Grounding Methods in VQAAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Daniel Reich Tanja Schultz 213 7 0 15 Jan 2024
Measuring Faithful and Plausible Visual Grounding in VQAConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Daniel Reich F. Putze Tanja Schultz 158 6 0 24 May 2023
An Empirical Study on the Language Modal in Visual Question AnsweringInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Daowan Peng Wei Wei Xian-Ling Mao Yuanyuan Fu Dangyang Chen 192 5 0 17 May 2023
Visually Grounded VQA by Lattice-based Retrieval Daniel Reich F. Putze Tanja Schultz 139 2 0 15 Nov 2022
Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question AnsweringInternational Journal of Computer Vision (IJCV), 2022 Jingjing Jiang Zi-yi Liu Nanning Zheng 236 12 0 14 Sep 2022
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason ObjectivesNeural Information Processing Systems (NeurIPS), 2022 Zhuofan Ying Peter Hase Joey Tianyi Zhou LRM 223 15 0 22 Jun 2022
Guiding Visual Question Answering with Attention PriorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 T. Le Vuong Le Sunil R. Gupta Svetha Venkatesh T. Tran 142 8 0 25 May 2022
Delving Deeper into Cross-lingual Visual Question AnsweringFindings (Findings), 2022 Chen Cecilia Liu Jonas Pfeiffer Anna Korhonen Ivan Vulić Iryna Gurevych 231 10 0 15 Feb 2022
Language bias in Visual Question Answering: A Survey and Taxonomy Desen Yuan 157 15 0 16 Nov 2021
Multimodal Integration of Human-Like Attention in Visual Question Answering Ekta Sood Fabian Kögel Philippe Muller Dominike Thomas Mihai Bâce Andreas Bulling 134 22 0 27 Sep 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering Jihyung Kil Cheng Zhang D. Xuan Wei-Lun Chao 196 23 0 13 Sep 2021
Greedy Gradient Ensemble for Robust Visual Question AnsweringIEEE International Conference on Computer Vision (ICCV), 2021 Xinzhe Han Shuhui Wang Chi Su Qingming Huang Q. Tian 166 89 0 27 Jul 2021
Supervising the Transfer of Reasoning Patterns in VQANeural Information Processing Systems (NeurIPS), 2021 Corentin Kervadec Christian Wolf G. Antipov M. Baccouche Madiha Nadri Wolf 142 11 0 10 Jun 2021
Grounding 'Grounding' in NLPFindings (Findings), 2021 Khyathi Chandu Yonatan Bisk A. Black 141 57 0 04 Jun 2021
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question AnsweringAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Zujie Liang Haifeng Hu Jiaying Zhu 175 44 0 29 May 2021
How Transferable are Reasoning Patterns in VQA?Computer Vision and Pattern Recognition (CVPR), 2021 Corentin Kervadec Theo Jaunet G. Antipov M. Baccouche Romain Vuillemot Christian Wolf LRM 115 29 0 08 Apr 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question AnsweringIEEE International Conference on Computer Vision (ICCV), 2021 Corentin Dancette Rémi Cadène Damien Teney Matthieu Cord CML 251 90 0 07 Apr 2021
VisQA: X-raying Vision and Language Reasoning in TransformersIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 Theo Jaunet Corentin Kervadec Romain Vuillemot G. Antipov M. Baccouche Christian Wolf 179 32 0 02 Apr 2021
Detecting Spurious Correlations with Sanity Tests for Artificial Intelligence Guided Radiology SystemsFrontiers in Digital Health (FDH), 2021 U. Mahmood Robik Shrestha D. Bates L. Mannelli G. Corrias Y. Erdi Christopher Kanan 131 19 0 04 Mar 2021
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Zichen Liu Yangyang Guo Jianhua Yin Xuemeng Song Weifeng Liu Liqiang Nie 153 34 0 03 Feb 2021
Object-Centric Diagnosis of Visual Reasoning Jianwei Yang Jiayuan Mao Jiajun Wu Devi Parikh David D. Cox J. Tenenbaum Chuang Gan OCL 154 17 0 21 Dec 2020
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional EntropiesNeural Information Processing Systems (NeurIPS), 2020 Itai Gat Idan Schwartz Alex Schwing Tamir Hazan 182 98 0 21 Oct 2020
Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To? Corentin Kervadec G. Antipov M. Baccouche Christian Wolf OOD 232 98 0 09 Jun 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law Damien Teney Kushal Kafle Robik Shrestha Ehsan Abbasnejad Christopher Kanan Anton Van Den Hengel OODD OOD 202 153 0 19 May 2020