Graph-Structured Representations for Visual Question Answering

19 September 2016

Lingqiao Liu

Papers citing "Graph-Structured Representations for Visual Question Answering"

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Title
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li A. Roy-Chowdhury 66 0 0 18 Mar 2025
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation Xinyao Liao Wei Wei Dangyang Chen Yuanyuan Fu 58 0 0 10 Jan 2025
Situational Scene Graph for Structured Human-centric Situation Understanding Chinthani Sugandhika Chen Li Deepu Rajan Basura Fernando 194 1 0 30 Oct 2024
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation Minghan Chen Guikun Chen Wenguan Wang Yi Yang 56 3 0 16 Sep 2024
Semi-Supervised Image Captioning Considering Wasserstein Graph Matching Yang Yang 41 0 0 26 Mar 2024
MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding Chun-Peng Chang Shaoxiang Wang A. Pagani Didier Stricker 43 7 0 05 Mar 2024
Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention Zuyao Chen Jinlin Wu Zhen Lei Zhaoxiang Zhang Changwen Chen 33 11 0 18 Nov 2023
TextPSG: Panoptic Scene Graph Generation from Textual Descriptions Chengyang Zhao Songlin Yang Zhenfang Chen Mingyu Ding Chuang Gan 54 15 0 10 Oct 2023
Predicate Classification Using Optimal Transport Loss in Scene Graph Generation Sorachi Kurita Satoshi Oyama Itsuki Noda OT 29 0 0 19 Sep 2023
Panoptic Scene Graph Generation with Semantics-Prototype Learning Li Li Wei Ji Yiming Wu Meng Li Youxuan Qin Lina Wei Roger Zimmermann 34 35 0 28 Jul 2023
Knowledge-augmented Few-shot Visual Relation Detection Tianyu Yu Yong Li Jiaoyan Chen Hai-Tao Zheng Haitao Zheng ... Qingbin Liu Wenqiang Liu Dongxiao Huang Bei Wu Yexin Wang 55 6 0 09 Mar 2023
Graph Neural Networks in Vision-Language Image Understanding: A Survey Henry Senior Greg Slabaugh Shanxin Yuan Luca Rossi GNN 33 14 0 07 Mar 2023
Reason from Context with Self-supervised Learning Xinyu Liu Ankur Sikarwar Gabriel Kreiman Zenglin Shi Mengmi Zhang ReLM LRM 32 1 0 23 Nov 2022
GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs Xin Liu Xiaofei Shao Boqian Wang Yali Li Shengjin Wang GNN 49 32 0 19 Oct 2022
Unbiased Scene Graph Generation using Predicate Similarities Misaki Ohashi Yusuke Matsui 32 1 0 03 Oct 2022
FaceTopoNet: Facial Expression Recognition using Face Topology Learning Mojtaba Kolahdouzi Alireza Sepas-Moghaddam Ali Etemad 3DH CVBM 27 7 0 13 Sep 2022
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning Tao He Lianli Gao Jingkuan Song Yuan-Fang Li VLM 34 50 0 17 Aug 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 32 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 29 17 0 23 May 2022
Importance Weighted Structure Learning for Scene Graph Generation Daqing Liu M. Bober J. Kittler 27 5 0 14 May 2022
Fine-Grained Scene Graph Generation with Data Transfer Ao Zhang Yuan Yao Qián Chen Wei Ji Zhiyuan Liu Maosong Sun Tat-Seng Chua 27 89 0 22 Mar 2022
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation Xingning Dong Tian Gan Xuemeng Song Jianlong Wu Yuan Cheng Liqiang Nie 24 92 0 18 Mar 2022
DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection Guang Yang Juan Cao Qiang Sheng Peng Qi Xirong Li Jintao Li 28 13 0 17 Mar 2022
Recent, rapid advancement in visual question answering architecture: a review V. Kodali Daniel Berleant 40 9 0 02 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 24 5 0 25 Jan 2022
A Cognitive Explainer for Fetal ultrasound images classifier Based on Medical Concepts Ying-Shuai Wanga Yunxia Liua Licong Dongc Xuzhou Wua Huabin Zhangb Qiongyu Yed Desheng Sunc Xiaobo Zhoue Kehong Yuan 27 0 0 19 Jan 2022
Incremental Object Grounding Using Scene Graphs J. Yi Yoonwoo Kim Sonia Chernova LM&Ro 30 9 0 06 Jan 2022
SGTR: End-to-end Scene Graph Generation with Transformer Rongjie Li Songyang Zhang Xuming He ViT 47 114 0 24 Dec 2021
Neural Belief Propagation for Scene Graph Generation Daqi Liu M. Bober J. Kittler GNN 19 8 0 10 Dec 2021
Consensus Graph Representation Learning for Better Grounded Image Captioning Wenqiao Zhang Haochen Shi Siliang Tang Jun Xiao Qiang Yu Yueting Zhuang 15 54 0 02 Dec 2021
Relational Graph Learning for Grounded Video Description Generation Wenqiao Zhang Qing Guo Siliang Tang Haizhou Shi Haochen Shi Jun Xiao Yueting Zhuang Luu Anh Tuan 27 33 0 02 Dec 2021
GoG: Relation-aware Graph-over-Graph Network for Visual Dialog Feilong Chen Xiuyi Chen Fandong Meng Peng Li Jie Zhou 76 34 0 17 Sep 2021
BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation Naina Dhingra Florian Ritter A. Kunz 73 37 0 11 Sep 2021
Learning to Generate Scene Graph from Natural Language Supervision Yiwu Zhong Jing Shi Jianwei Yang Chenliang Xu Yin Li SSL 42 77 0 06 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 45 0 0 28 Aug 2021
Auto-Parsing Network for Image Captioning and Visual Question Answering Xu Yang Chongyang Gao Hanwang Zhang Jianfei Cai 24 35 0 24 Aug 2021
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration Xuan Kan Hejie Cui Carl Yang 78 40 0 11 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 19 75 0 10 Jul 2021
Recovering the Unbiased Scene Graphs from the Biased Ones Meng-Jiun Chiou Henghui Ding Hanshu Yan Changhu Wang Roger Zimmermann Jiashi Feng 55 113 0 05 Jul 2021
Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering Jungin Park Jiyoung Lee Kwanghoon Sohn 165 100 0 29 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 185 214 0 01 Apr 2021
Structured Co-reference Graph Attention for Video-grounded Dialogue Junyeong Kim Sunjae Yoon Dahyun Kim Chang D. Yoo 26 26 0 24 Mar 2021
Interpreting and Unifying Graph Neural Networks with An Optimization Framework Meiqi Zhu Xiao Wang C. Shi Houye Ji Peng Cui AI4CE 54 197 0 28 Jan 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 28 176 0 17 Jan 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 231 332 0 05 Jan 2021
Quantifying Spatial Homogeneity of Urban Road Networks via Graph Neural Networks Jiawei Xue Nan Jiang Senwei Liang Qiyuan Pang Takahiro Yabe S. Ukkusuri Jianzhu Ma 40 26 0 01 Jan 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 116 0 16 Dec 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
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 118 31 0 16 Oct 2020
SceneGen: Generative Contextual Scene Augmentation using Scene Graph Priors Mohammad Keshavarzi Aakash Parikh Xiyu Zhai Melody Mao Luisa Caldas An Yang 27 24 0 25 Sep 2020