MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications

1 July 2023

Papers citing "MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications"

26 / 26 papers shown

Title
Vision Graph Prompting via Semantic Low-Rank Decomposition Zixiang Ai Zichen Liu Jiahuan Zhou 58 0 0 07 May 2025
Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification Nikolaos Chaidos Angeliki Dimitriou Nikolaos Spanos Athanasios Voulodimos Giorgos Stamou 43 1 0 28 Apr 2025
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges Joshua Fixelle ViT 31 0 0 11 Apr 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 82 1 0 03 Apr 2025
i-WiViG: Interpretable Window Vision GNN Ivica Obadic D. Kangin Dario Augusto Borges Oliveira Plamen Angelov Xiao Xiang Zhu 59 0 0 11 Mar 2025
Talk2PC: Enhancing 3D Visual Grounding through LiDAR and Radar Point Clouds Fusion for Autonomous Driving Runwei Guan Jianan Liu Ningwei Ouyang Daizong Liu Xiaolou Sun Lianqing Zheng Ming Xu Yutao Yue Hui Xiong 76 1 0 11 Mar 2025
RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations Mingshu Zhao Yi Luo Yong Ouyang 40 0 0 27 Dec 2024
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone Mustafa Munir Md Mostafijur Rahman R. Marculescu MedIm ViT 82 0 0 14 Dec 2024
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction Yuan Zhou Qingshan Xu Jiequan Cui Junbao Zhou Jing Zhang Richang Hong Han Zhang ViT 85 0 0 25 Nov 2024
OneNet: A Channel-Wise 1D Convolutional U-Net Sanghyun Byun Kayvan Shah Ayushi Gang Christopher Apton Jacob Song Woo Seong Chung SSeg 55 0 0 14 Nov 2024
WiGNet: Windowed Vision Graph Neural Network Gabriele Spadaro Marco Grangetto Attilio Fiandrotti Enzo Tartaglione Jhony H. Giraldo 28 0 0 01 Oct 2024
LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones Moritz Nottebaum Matteo Dunnhofer C. Micheloni ViT 46 1 0 05 Sep 2024
RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization Mingshu Zhao Yi Luo Yong Ouyang 45 2 0 23 Jun 2024
SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data Jialong Wu Mirko Meuter Markus Schoeler Matthias Rottmann 36 0 0 15 Jun 2024
Scaling Graph Convolutions for Mobile Vision William Avery Mustafa Munir R. Marculescu GNN 45 4 0 09 Jun 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs Mustafa Munir William Avery Md Mostafijur Rahman R. Marculescu GNN 58 12 0 10 May 2024
Robust Subgraph Learning by Monitoring Early Training Representations Sepideh Neshatfar Salimeh Yasaei Sekeh AAML 35 0 0 14 Mar 2024
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training Pavan Kumar Anasosalu Vasu Hadi Pouransari Fartash Faghri Raviteja Vemulapalli Oncel Tuzel CLIP VLM 49 44 0 28 Nov 2023
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG Yankun Xu Junzhe Wang Yun-Hsuan Chen Jie Yang Wenjie Ming Shuangquan Wang Mohamad Sawan 19 0 0 24 Nov 2023
RepViT: Revisiting Mobile CNN From ViT Perspective Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 39 180 0 18 Jul 2023
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 218 1,219 0 05 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 301 2,611 0 04 May 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
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
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 348 36,437 0 25 Aug 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 313 39,252 0 01 Sep 2014