Vision GNN: An Image is Worth Graph of Nodes

1 June 2022

Papers citing "Vision GNN: An Image is Worth Graph of Nodes"

50 / 53 papers shown

Title
Vision Graph Prompting via Semantic Low-Rank Decomposition Zixiang Ai Zichen Liu Jiahuan Zhou 63 0 0 07 May 2025
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Can Küçüksözen Yücel Yemez OCL 57 0 0 04 May 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 82 1 0 03 Apr 2025
Deal: Distributed End-to-End GNN Inference for All Nodes Shiyang Chen Xiang Song Vasiloudis Theodore Hang Liu GNN 55 0 0 04 Mar 2025
Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation Rongzhao He Weihao Zheng Leilei Zhao Ying Wang Dalin Zhu Dan Wu Bin Hu Mamba 97 0 0 21 Feb 2025
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning Xudong Wang Yuan Li Huiyu Zhou Jiaran Zhou Junyu Dong 49 1 0 29 Oct 2024
GraFPrint: A GNN-Based Approach for Audio Identification Aditya Bhattacharjee Shubhr Singh Emmanouil Benetos 26 0 0 14 Oct 2024
GABIC: Graph-based Attention Block for Image Compression Gabriele Spadaro Alberto Presta Enzo Tartaglione Jhony H. Giraldo Marco Grangetto Attilio Fiandrotti 35 3 0 03 Oct 2024
Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations Thijmen Nijdam Juell Sprott Taiki Papandreou-Lazos Jurgen de Heus 34 0 0 31 Aug 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 47 0 0 11 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 50 5 0 30 May 2024
Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning Neha Kalibhat Priyatham Kattakinda Arman Zarei Nikita Seleznev Sam Sharpe Samuel Sharpe Senthil Kumar S. Feizi ViT 39 0 0 26 May 2024
GNN-based Anomaly Detection for Encoded Network Traffic Anasuya Chattopadhyay Daniel Reti Hans D. Schotten 14 0 0 22 May 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 57 5 0 09 Feb 2024
A Graph-Based Approach for Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 47 10 0 29 Nov 2023
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach Zhenbang Du Jiayu An Yunlu Tu Jiahao Hong Dongrui Wu MoE 28 1 0 01 Nov 2023
URLOST: Unsupervised Representation Learning without Stationarity or Topology Zeyu Yun Juexiao Zhang Bruno A. Olshausen Yann LeCun 33 0 0 06 Oct 2023
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Jiewen Yang Xinpeng Ding Ziyang Zheng Xiaowei Xu Xiaomeng Li OOD 36 9 0 20 Sep 2023
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition Ruijie Yao Sheng Jin Lumin Xu Wang Zeng Wentao Liu Chao Qian Ping Luo Ji Wu 28 2 0 28 Aug 2023
CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image Generation Zihao Wang Yiming Huang Ziyu Zhou 29 0 0 23 Aug 2023
PVG: Progressive Vision Graph for Vision Recognition Jiafu Wu Jian Li Jiangning Zhang Boshen Zhang M. Chi Yabiao Wang Chengjie Wang ViT 46 13 0 01 Aug 2023
MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications Mustafa Munir William Avery R. Marculescu ViT GNN 44 33 0 01 Jul 2023
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation P. Shi Xutao Guo Yanwu Yang Chenfei Ye H. T. Ma 32 5 0 25 May 2023
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer Toshihiro Ota Masato Taki 40 2 0 25 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 42 20 0 12 Apr 2023
Spatial Correspondence between Graph Neural Network-Segmented Images Qian Li Yunguan Fu Qianye Yang Z. Du Hongjian Yu Yipeng Hu 28 1 0 12 Mar 2023
Graph-based Representation for Image based on Granular-ball Shuyin Xia Dawei Dai Long Yang Zhan Li Danfeng Lan Hao Zhu Guoyin Wang 3DH AI4Ed 14 9 0 04 Mar 2023
JPEG Steganalysis Based on Steganographic Feature Enhancement and Graph Attention Learning Qiyun Liu Zhiguang Yang Han-Yan Wu 24 0 0 05 Feb 2023
Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure Ryoma Sato 42 5 0 26 Jan 2023
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective Jiayuan Chen Xiang Zhang Yinfei Xu Tianli Zhao Renjie Xie Wei Xu GNN BDL 31 0 0 25 Jan 2023
A Generalization of ViT/MLP-Mixer to Graphs Xiaoxin He Bryan Hooi T. Laurent Adam Perold Yann LeCun Xavier Bresson 49 88 0 27 Dec 2022
A Close Look at Spatial Modeling: From Attention to Convolution Xu Ma Huan Wang Can Qin Kunpeng Li Xing Zhao Jie Fu Yun Fu ViT 3DPC 25 11 0 23 Dec 2022
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data Minghao Xu Yuanfan Guo Yi Xu Jiangtao Tang Xinlei Chen Yuandong Tian GNN 32 6 0 23 Nov 2022
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions Anson Bastos Abhishek Nadgeri Kuldeep Singh Toyotaro Suzumura Manish Singh 43 7 0 22 Nov 2022
Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision Transformers Sifan Long Z. Zhao Jimin Pi Sheng-sheng Wang Jingdong Wang 29 31 0 21 Nov 2022
State-of-the-art Models for Object Detection in Various Fields of Application S. A. G. Naqvi Syed Shahnawaz Ali ObjD OOD 38 0 0 01 Nov 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 45 160 0 24 Oct 2022
UGformer for Robust Left Atrium and Scar Segmentation Across Scanners Tianyi Liu Size Hou Jiayu Zhu Zilong Zhao Haochuan Jiang MedIm 35 2 0 11 Oct 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 32 74 0 27 Sep 2022
Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos Jun-Bin Zhang Pei-Hsuan Tsai Meng-Hsun Tsai 42 20 0 13 Sep 2022
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images Mingzhi Shi Anagha Lokhande Mojtaba Sedigh Fazli Vishal Sharma Yu Tian ... Michael V. Boland Nazlee Zebardast D. Friedman Lucy Q. Shen Mengyu Wang MedIm 28 1 0 02 Sep 2022
A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers Yuzhong Chen Yu Du Zhe Xiao Lin Zhao Lu Zhang ... Dajiang Zhu Tuo Zhang Xintao Hu Tianming Liu Xi Jiang ViT 32 5 0 20 May 2022
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 225 403 0 24 Jan 2022
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 212 487 0 01 Oct 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 304 2,611 0 04 May 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 321 1,528 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 316 3,637 0 24 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Nayeon Lee Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 290 981 0 27 Jan 2021
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 166 226 0 23 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,613 0 17 Apr 2017