Self-Critical Reasoning for Robust Visual Question Answering

24 May 2019

Jialin Wu

Papers citing "Self-Critical Reasoning for Robust Visual Question Answering"

27 / 27 papers shown

Title
Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation Daowan Peng Wei Wei 139 0 0 10 Jan 2025
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 35 4 0 18 Apr 2024
Multiscale Superpixel Structured Difference Graph Convolutional Network for VL Representation Siyu Zhang Ye-Ting Chen Fang Wang Yaoru Sun Jun Yang Lizhi Bai SSL 24 0 0 20 Oct 2023
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 29 39 0 07 Dec 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning Q. Si Yuanxin Liu Fandong Meng Zheng Lin Peng Fu Yanan Cao Weiping Wang Jie Zhou 37 23 0 10 Oct 2022
Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem Yudong Han Liqiang Nie Jianhua Yin Jianlong Wu Yan Yan 24 12 0 24 Jul 2022
REX: Reasoning-aware and Grounded Explanation Shi Chen Qi Zhao 25 18 0 11 Mar 2022
Language bias in Visual Question Answering: A Survey and Taxonomy Desen Yuan 27 12 0 16 Nov 2021
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering Long Chen Yuhang Zheng Yulei Niu Hanwang Zhang Jun Xiao AAML OOD 13 36 0 03 Oct 2021
Multimodal Integration of Human-Like Attention in Visual Question Answering Ekta Sood Fabian Kögel Philippe Muller Dominike Thomas Mihai Bâce Andreas Bulling 38 16 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 61 20 0 13 Sep 2021
On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering K. Gouthaman Anurag Mittal CML 42 0 0 28 Aug 2021
A Review on Explainability in Multimodal Deep Neural Nets Gargi Joshi Rahee Walambe K. Kotecha 26 138 0 17 May 2021
Explaining the Road Not Taken Hua Shen Ting-Hao 'Kenneth' Huang FAtt XAI 27 9 0 27 Mar 2021
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Y. Liu Yangyang Guo Jianhua Yin Xuemeng Song Weifeng Liu Liqiang Nie 29 28 0 03 Feb 2021
A Closer Look at the Robustness of Vision-and-Language Pre-trained Models Linjie Li Zhe Gan Jingjing Liu VLM 33 42 0 15 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 22 35 0 04 Dec 2020
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations Wolfgang Stammer P. Schramowski Kristian Kersting FAtt 14 107 0 25 Nov 2020
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat Idan Schwartz A. Schwing Tamir Hazan 55 89 0 21 Oct 2020
Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding Alexander Ku Peter Anderson Roma Patel Eugene Ie Jason Baldridge 23 301 0 15 Oct 2020
AiR: Attention with Reasoning Capability Shi Chen Ming Jiang Jinhui Yang Qi Zhao LRM 13 36 0 28 Jul 2020
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder K. Gouthaman Anurag Mittal 42 78 0 13 Jul 2020
Estimating semantic structure for the VQA answer space Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 18 4 0 10 Jun 2020
Counterfactual VQA: A Cause-Effect Look at Language Bias Yulei Niu Kaihua Tang Hanwang Zhang Zhiwu Lu Xiansheng Hua Ji-Rong Wen CML 36 394 0 08 Jun 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
Faithful Multimodal Explanation for Visual Question Answering Jialin Wu Raymond J. Mooney 20 90 0 08 Sep 2018
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 152 1,464 0 06 Jun 2016