Graph-Based Global Reasoning Networks

30 November 2018

Papers citing "Graph-Based Global Reasoning Networks"

50 / 60 papers shown

Title
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 65 0 0 03 Apr 2025
DriveLM: Driving with Graph Visual Question Answering Chonghao Sima Katrin Renz Kashyap Chitta L. Chen Hanxue Zhang Chengen Xie Jens Beißwenger Ping Luo Andreas Geiger Hongyang Li 84 162 0 17 Jan 2025
Semantic Segmentation for Real-World and Synthetic Vehicle's Forward-Facing Camera Images Tuan T. Nguyen Phan Le Yasir Hassan Mina Sartipi 21 0 0 07 Jul 2024
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 23 5 0 03 Dec 2023
Deformation Robust Text Spotting with Geometric Prior Xixuan Hao Aozhong Zhang Xianze Meng Bin Fu 19 0 0 31 Aug 2023
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 24 9 0 24 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 15 0 0 20 Nov 2022
EgoSpeed-Net: Forecasting Speed-Control in Driver Behavior from Egocentric Video Data Yichen Ding Ziming Zhang Yanhua Li Xun Zhou 33 3 0 27 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip H. S. Torr GNN 18 1 0 20 Sep 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 38 82 0 07 Sep 2022
Occlusion-Aware Instance Segmentation via BiLayer Network Architectures Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 19 11 0 08 Aug 2022
Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution Jiahui Zhang Fangneng Zhan Yingchen Yu Rongliang Wu Xiaoqin Zhang Shijian Lu 34 4 0 04 Aug 2022
Is an Object-Centric Video Representation Beneficial for Transfer? Chuhan Zhang Ankush Gupta Andrew Zisserman ViT 19 26 0 20 Jul 2022
Eliminating Gradient Conflict in Reference-based Line-Art Colorization Zekun Li Zhengyang Geng Zhao Kang Wenyu Chen Yibo Yang 13 35 0 13 Jul 2022
Orientation-guided Graph Convolutional Network for Bone Surface Segmentation Aimon Rahman W. G. C. Bandara Jeya Maria Jose Valanarasu I. Hacihaliloglu Vishal M. Patel 16 9 0 16 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 20 34 0 14 Jun 2022
Learning Super-Features for Image Retrieval Philippe Weinzaepfel Thomas Lucas Diane Larlus Yannis Kalantidis SupR VLM 25 45 0 31 Jan 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 114 41 0 28 Jan 2022
Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding Lalithkumar Seenivasan Sai Mitheran Mobarakol Islam Hongliang Ren 30 32 0 28 Jan 2022
Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network Junjie Wang Feng Gao Junyu Dong Shanfeng Zhang Q. Du 32 41 0 22 Jan 2022
Representing Videos as Discriminative Sub-graphs for Action Recognition Dong Li Zhaofan Qiu Yingwei Pan Ting Yao Houqiang Li Tao Mei 19 25 0 11 Jan 2022
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 40 113 0 07 Dec 2021
Scene Graph Generation with Geometric Context Vishal Kumar Albert Mundu S. Singh GNN 3DV 17 2 0 25 Nov 2021
A Variational Graph Autoencoder for Manipulation Action Recognition and Prediction Gamze Akyol Sanem Sariel E. Aksoy GNN DRL BDL 27 2 0 25 Oct 2021
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Kwanyong Park Sanghyun Woo Inkyu Shin In So Kweon OOD 13 36 0 08 Oct 2021
Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition Mingzhou Liu Xinwei Sun Fandong Zhang Yizhou Yu Yizhou Wang 22 0 0 08 Oct 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers Shuyang Sun Xiaoyu Yue S. Bai Philip H. S. Torr 50 27 0 13 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 13 105 0 01 Jul 2021
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang Bo Du L. Zhang 19 18 0 26 Jun 2021
Cross-Modal Progressive Comprehension for Referring Segmentation Si Liu Tianrui Hui Shaofei Huang Yunchao Wei Bo-wen Li Guanbin Li EgoV VOS 11 123 0 15 May 2021
Primitive Representation Learning for Scene Text Recognition Ruijie Yan Liangrui Peng Shanyu Xiao Gang Yao 21 66 0 10 May 2021
Reconstructive Sequence-Graph Network for Video Summarization Bin Zhao Haopeng Li Xiaoqiang Lu Xuelong Li 18 101 0 10 May 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 22 73 0 07 May 2021
Spatiotemporal Deformable Scene Graphs for Complex Activity Detection Salman Khan Fabio Cuzzolin 3DPC 37 5 0 16 Apr 2021
Mutual Graph Learning for Camouflaged Object Detection Qiang Zhai Xin Li Fan Yang Chenglizhao Chen Hong Cheng Deng-Ping Fan 21 197 0 03 Apr 2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation Yazhou Yao Tao Chen Guosen Xie Chuanyi Zhang Fumin Shen Qi Wu Zhenmin Tang Jian Andrew Zhang 26 190 0 26 Mar 2021
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 16 164 0 23 Mar 2021
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis C. Zhang Jianhui Yu Yang Song Weidong (Tom) Cai 3DPC 19 49 0 09 Mar 2021
Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation Huimin Huang Ming Cai Lanfen Lin Jing Zheng Xiongwei Mao ... Jianying Zhou Yutaro Iwamoto Xianhua Han Yenwei Chen Ruofeng Tong 15 13 0 07 Mar 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,981 0 09 Feb 2021
GTA: Global Temporal Attention for Video Action Understanding Bo He Xitong Yang Zuxuan Wu Hao Chen Ser-Nam Lim Abhinav Shrivastava ViT 17 27 0 15 Dec 2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding Mattia Soldan Mengmeng Xu Sisi Qu Jesper N. Tegnér Bernard Ghanem 25 69 0 19 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 4 23 0 06 Nov 2020
Bipartite Graph Reasoning GANs for Person Image Generation H. Tang S. Bai Philip H. S. Torr N. Sebe 27 58 0 10 Aug 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 8 126 0 23 Jul 2020
Edge-aware Graph Representation Learning and Reasoning for Face Parsing Gusi Te Yinglu Liu Wei Hu Hailin Shi Tao Mei CVBM 3DH GNN 48 63 0 22 Jul 2020
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning Xinshuo Weng Yongxin Wang Yunze Man Kris M. Kitani 3DPC VOT 29 213 0 12 Jun 2020
Visual Transformers: Token-based Image Representation and Processing for Computer Vision Bichen Wu Chenfeng Xu Xiaoliang Dai Alvin Wan Peizhao Zhang Zhicheng Yan M. Tomizuka Joseph E. Gonzalez Kurt Keutzer Peter Vajda ViT 28 545 0 05 Jun 2020
Hierarchical Multi-Scale Attention for Semantic Segmentation Andrew Tao Karan Sapra Bryan Catanzaro SSeg 15 449 0 21 May 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 14 150 0 20 Feb 2020