Learning Conditioned Graph Structures for Interpretable Visual Question Answering

19 June 2018

Papers citing "Learning Conditioned Graph Structures for Interpretable Visual Question Answering"

50 / 98 papers shown

Title
A Causal Adjustment Module for Debiasing Scene Graph Generation Li Liu Shuzhou Sun Shuaifeng Zhi Fan Shi Zhen Liu J. Heikkilä Yongxiang Liu CML 57 2 0 22 Mar 2025
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms Raihan Kabir Naznin Haque Md. Saiful Islam Marium-E. Jannat CoGe 29 1 0 17 Nov 2024
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference Kai Shen Lingfei Wu Siliang Tang Fangli Xu Bo Long Yueting Zhuang Jian Pei 27 0 0 06 Jul 2024
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients Mengmeng Ma Tang Li Xi Peng 83 4 0 06 Jul 2024
Latent Graph Inference with Limited Supervision Jianglin Lu Yi Tian Xu Huan Wang Yue Bai Yun Fu 19 4 0 06 Oct 2023
A Survey on Interpretable Cross-modal Reasoning Dizhan Xue Shengsheng Qian Zuyi Zhou Changsheng Xu LRM 29 4 0 05 Sep 2023
Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering Xinyue Hu Lin Gu Qi A. An Mengliang Zhang Liangchen Liu Kazuma Kobayashi Tatsuya Harada Ronald M. Summers Yingying Zhu MedIm 20 22 0 22 Jul 2023
Unbiased Scene Graph Generation via Two-stage Causal Modeling Shuzhou Sun Shuaifeng Zhi Qing Liao J. Heikkilä Li Liu CML 26 33 0 11 Jul 2023
Multimodal Prompt Retrieval for Generative Visual Question Answering Timothy Ossowski Junjie Hu 21 1 0 30 Jun 2023
VQA with Cascade of Self- and Co-Attention Blocks Aakansha Mishra Ashish Anand Prithwijit Guha 33 0 0 28 Feb 2023
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning Xinyue Hu Lin Gu Kazuma Kobayashi Qi A. An Qingyu Chen Zhiyong Lu Chang Su Tatsuya Harada Yingying Zhu GNN 34 9 0 19 Feb 2023
VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges R. Zakari Jim Wilson Owusu Hailin Wang Ke Qin Zaharaddeen Karami Lawal Yue-hong Dong LRM 33 16 0 26 Dec 2022
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 29 10 0 20 Dec 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 32 6 0 27 Nov 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 27 73 0 27 Sep 2022
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review Guixiang Ma Vy A. Vo Ted Willke Nesreen Ahmed 32 1 0 22 Sep 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
Semantic-aware Modular Capsule Routing for Visual Question Answering Yudong Han Jianhua Yin Jianlong Wu Yin-wei Wei Liqiang Nie 32 7 0 21 Jul 2022
Interaction Transformer for Human Reaction Generation Baptiste Chopin Hao Tang N. Otberdout Mohamed Daoudi N. Sebe ViT 35 27 0 04 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 30 2 0 02 Jul 2022
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering Yanan Wang Michihiro Yasunaga Hongyu Ren Shinya Wada J. Leskovec 26 17 0 23 May 2022
QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning Zechen Li Anders Søgaard 6 6 0 06 May 2022
Learning to Answer Questions in Dynamic Audio-Visual Scenarios Guangyao Li Yake Wei Yapeng Tian Chenliang Xu Ji-Rong Wen Di Hu 29 136 0 26 Mar 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering Yang Ding Jing Yu Bangchang Liu Yue Hu Mingxin Cui Qi Wu 13 62 0 17 Mar 2022
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering Mingxiao Li Marie-Francine Moens 14 12 0 06 Mar 2022
SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering Peixi Xiong Quanzeng You Pei Yu Zicheng Liu Ying Wu 18 5 0 25 Jan 2022
Main Product Detection with Graph Networks for Fashion V. O. Yazici Longlong Yu Arnau Ramisa Luis Herranz Joost van de Weijer GNN 30 0 0 25 Jan 2022
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering Jianjian Cao Xiameng Qin Sanyuan Zhao Jianbing Shen 31 20 0 14 Dec 2021
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering Junbin Xiao Angela Yao Zhiyuan Liu Yicong Li Wei Ji Tat-Seng Chua 30 111 0 12 Dec 2021
LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering Jingjing Jiang Zi-yi Liu N. Zheng 24 13 0 29 Nov 2021
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search Shangqing Liu Xiaofei Xie J. Siow L. Ma Guozhu Meng Yang Liu GNN 23 53 0 04 Nov 2021
$Pano-AVQA: Grounded Audio-Visual Question Answering on 360$^\circ$ Videos$ Pano-AVQA: Grounded Audio-Visual Question Answering on 360 $^\circ$ Videos Heeseung Yun Youngjae Yu Wonsuk Yang Kangil Lee Gunhee Kim 25 78 0 11 Oct 2021
Fusion-GCN: Multimodal Action Recognition using Graph Convolutional Networks Michael Duhme Raphael Memmesheimer Dietrich Paulus 35 22 0 27 Sep 2021
Improved RAMEN: Towards Domain Generalization for Visual Question Answering Bhanuka Gamage Lim Chern Hong 22 1 0 06 Sep 2021
Structured Reordering for Modeling Latent Alignments in Sequence Transduction Bailin Wang Mirella Lapata Ivan Titov BDL 21 20 0 06 Jun 2021
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues Rishabh Joshi Vidhisha Balachandran Shikhar Vashishth A. Black Yulia Tsvetkov 33 33 0 02 Jun 2021
Scene Graph Embeddings Using Relative Similarity Supervision Paridhi Maheshwari Ritwick Chaudhry Vishwa Vinay SSL 33 13 0 06 Apr 2021
Exploiting Relationship for Complex-scene Image Generation Tianyu Hua Hongdong Zheng Yalong Bai Wei Zhang Xiaoping Zhang Tao Mei 17 14 0 01 Apr 2021
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao Bailin Li Xiaodan Liang Keze Wang Liang Lin 44 36 0 14 Dec 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 231 36 0 24 Oct 2020
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions Radhika Dua Sai Srinivas Kancheti V. Balasubramanian LRM 38 22 0 24 Oct 2020
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends Shagun Uppal Sarthak Bhagat Devamanyu Hazarika Navonil Majumdar Soujanya Poria Roger Zimmermann Amir Zadeh 23 6 0 19 Oct 2020
Language and Visual Entity Relationship Graph for Agent Navigation Yicong Hong Cristian Rodriguez-Opazo Yuankai Qi Qi Wu Stephen Gould LM&Ro 179 132 0 19 Oct 2020
Attention Guided Semantic Relationship Parsing for Visual Question Answering M. Farazi Salman Khan Nick Barnes 14 2 0 05 Oct 2020
DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction Detection Haoshu Fang Yichen Xie Dian Shao Cewu Lu 14 56 0 02 Oct 2020
AI-Driven Interface Design for Intelligent Tutoring System Improves Student Engagement Byungsoo Kim H. Suh Jaewe Heo Youngduck Choi 7 6 0 18 Sep 2020
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation Jiahao Yu Yuan Chai Yujing Wang Yue Hu Qi Wu CML 29 111 0 16 Sep 2020
Intrinsic Relationship Reasoning for Small Object Detection K. Fu Jia Li Lin Ma Kaiyu Mu Yonghong Tian 22 22 0 02 Sep 2020
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering Jiahao Yu Zihao Zhu Yujing Wang Weifeng Zhang Yue Hu Jianlong Tan 8 98 0 31 Aug 2020
Linguistically-aware Attention for Reducing the Semantic-Gap in Vision-Language Tasks K. Gouthaman Athira M. Nambiar K. Srinivas Anurag Mittal VLM 19 12 0 18 Aug 2020