A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective

27 September 2022

Chaoqi Chen

Papers citing "A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective"

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Title
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning Massimiliano Mancini Muhammad Ferjad Naeem Yongqin Xian Zeynep Akata CoGe 88 67 0 03 May 2021
Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering Jungin Park Jiyoung Lee Kwanghoon Sohn 202 100 0 29 Apr 2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis Ran Ben Izhak Alon Lahav A. Tal 3DV 60 10 0 23 Apr 2021
Discrete-continuous Action Space Policy Gradient-based Attention for Image-Text Matching Shiyang Yan Li Yu Yuan Xie 66 34 0 21 Apr 2021
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation Jie Lian Jingyun Liu Shu Zhen Zhang Kai Gao Xiaoqing Liu Dingwen Zhang Yizhou Yu 47 42 0 21 Apr 2021
Disentangled Motif-aware Graph Learning for Phrase Grounding Zongshen Mu Siliang Tang Jie Tan Qiang Yu Yueting Zhuang GNN 57 35 0 13 Apr 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling Yawei Li He Chen Zhaopeng Cui Radu Timofte Marc Pollefeys Gregory Chirikjian Luc Van Gool 3DPC GNN 41 25 0 12 Apr 2021
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Mo Zhou Zhenxing Niu G. Hua 63 220 0 04 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Subhankar Roy E. Krivosheev Zhun Zhong N. Sebe Elisa Ricci 80 61 0 01 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 223 217 0 01 Apr 2021
Evaluating Neural Word Embeddings for Sanskrit Kevin Qinghong Lin Om Adideva Digumarthi Komal Laxmidhar Behera Pawan Goyal 54 303 0 01 Apr 2021
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds Mutian Xu Runyu Ding Hengshuang Zhao Xiaojuan Qi 3DPC 94 394 0 26 Mar 2021
Relation-aware Instance Refinement for Weakly Supervised Visual Grounding Yongfei Liu Bo Wan Lin Ma Xuming He ObjD 64 56 0 24 Mar 2021
Energy-Based Learning for Scene Graph Generation M. Suhail Abhay Mittal Behjat Siddiquie Chris Broaddus J. Eledath Gérard Medioni Leonid Sigal 58 161 0 03 Mar 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection Chenchen Zhu Fangyi Chen Uzair Ahmed Zhiqiang Shen Marios Savvides ObjD 140 179 0 02 Mar 2021
InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring Zhihao Yuan Xu Yan Yinghong Liao Ruimao Zhang Sheng Wang Zhen Li Shuguang Cui 73 131 0 01 Mar 2021
Spatio-temporal Graph-RNN for Point Cloud Prediction Pedro Gomes Silvia Rossi Laura Toni 3DPC GNN 29 14 0 15 Feb 2021
In Defense of Scene Graphs for Image Captioning Kien Nguyen Subarna Tripathi Bang Du T. Guha Truong Thao Nguyen 41 43 0 09 Feb 2021
Isometric Propagation Network for Generalized Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Xuanyi Dong Chengqi Zhang 54 36 0 03 Feb 2021
Deep Parametric Continuous Convolutional Neural Networks Shenlong Wang Simon Suo Wei-Chiu Ma A. Pokrovsky R. Urtasun 3DPC 61 467 0 17 Jan 2021
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta Marcus Rohrbach 58 180 0 20 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 235 843 0 20 Dec 2020
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao Yueqi Duan Yi Wei Jiwen Lu Jie Zhou 3DPC 39 49 0 18 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 88 736 0 17 Dec 2020
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 112 1,599 0 17 Dec 2020
Topological Planning with Transformers for Vision-and-Language Navigation Kevin Chen Junshen K. Chen Jo Chuang Nathan Tsoi Silvio Savarese LM&Ro 39 99 0 09 Dec 2020
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition Jin Ye Junjun He Xiaojiang Peng Wenhao Wu Yu Qiao 27 187 0 05 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 40 139 0 30 Nov 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 140 1,966 0 02 Nov 2020
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder Cheng Chi Fangyun Wei Han Hu ViT 47 64 0 29 Oct 2020
Primal-Dual Mesh Convolutional Neural Networks Francesco Milano Antonio Loquercio Antoni Rosinol Davide Scaramuzza Luca Carlone 3DPC AI4CE 72 92 0 23 Oct 2020
Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning C. Langlotz MedIm 99 744 0 02 Oct 2020
Linguistic Structure Guided Context Modeling for Referring Image Segmentation Tianrui Hui Si Liu Shaofei Huang Guanbin Li Sansi Yu Faxi Zhang Jizhong Han 58 150 0 01 Oct 2020
Referring Image Segmentation via Cross-Modal Progressive Comprehension Shaofei Huang Tianrui Hui Si Liu Guanbin Li Yunchao Wei Jizhong Han Luoqi Liu Yue Liu EgoV 48 178 0 01 Oct 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang VLM 55 75 0 24 Sep 2020
Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction Yongxiang Huang Albert C. S. Chung MedIm 54 62 0 06 Sep 2020
Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network Chun-Hung Chao Zhuotun Zhu Dazhou Guo K. Yan T. Ho ... Jing Xiao Alan Yuille Min Sun Le Lu D. Jin 31 28 0 29 Aug 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Hongsuk Choi Gyeongsik Moon Kyoung Mu Lee 3DH 44 374 0 20 Aug 2020
Representative Graph Neural Network Changqian Yu Yifan Liu Changxin Gao Chunhua Shen Nong Sang GNN 34 41 0 12 Aug 2020
Location-aware Graph Convolutional Networks for Video Question Answering Deng Huang Peihao Chen Runhao Zeng Qing Du Mingkui Tan Chuang Gan GNN BDL 74 174 0 07 Aug 2020
Boundary Content Graph Neural Network for Temporal Action Proposal Generation Y. Bai Yingying Wang Yunhai Tong Yang Yang Qiyue Liu Junhui Liu 50 161 0 04 Aug 2020
Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis Xiaoxiao Li Yuan Zhou Nicha Dvornek Muhan Zhang Juntang Zhuang P. Ventola James S Duncan 26 58 0 29 Jul 2020
Differentiable Manifold Reconstruction for Point Cloud Denoising Shitong Luo Wei Hu 3DPC 38 133 0 27 Jul 2020
Comprehensive Image Captioning via Scene Graph Decomposition Yiwu Zhong Liwei Wang Jianshu Chen Dong Yu Yin Li 97 125 0 23 Jul 2020
Deep Representation Learning For Multimodal Brain Networks Wen Zhang Liang Zhan P. Thompson Yalin Wang MedIm 39 24 0 19 Jul 2020
Class-wise Dynamic Graph Convolution for Semantic Segmentation Hanzhe Hu Deyi Ji Weihao Gan Shuai Bai Wei Wu Junjie Yan GNN SSeg 33 93 0 19 Jul 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Hang Wang Minghao Xu Bingbing Ni Wenjun Zhang 66 106 0 17 Jul 2020
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations Hong-Yu Zhou Shuang Yu Cheng Bian Yifan Hu Kai Ma Yefeng Zheng SSL MedIm 44 104 0 15 Jul 2020
Video Object Segmentation with Episodic Graph Memory Networks Xinkai Lu Wenguan Wang Martin Danelljan Tianfei Zhou Jianbing Shen Luc Van Gool VOS 64 275 0 14 Jul 2020
Automated Intracranial Artery Labeling using a Graph Neural Network and Hierarchical Refinement Lixing Chen T. Hatsukami Lei Li C. Yuan 33 22 0 11 Jul 2020