The More You Know: Using Knowledge Graphs for Image Classification

14 December 2016

Papers citing "The More You Know: Using Knowledge Graphs for Image Classification"

50 / 51 papers shown

Title
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 66 22 0 24 Feb 2025
Capturing Knowledge Graphs and Rules with Octagon Embeddings Victor Charpenay Steven Schockaert 23 1 0 29 Jan 2024
Informed Machine Learning, Centrality, CNN, Relevant Document Detection, Repatriation of Indigenous Human Remains M. A. Bashar R. Nayak G. Knapman Paul Turnbull C. Fforde 37 1 0 25 Mar 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) U. Nazir W. Islam M. Taj 18 3 0 25 Mar 2023
Multimodal Data Integration for Oncology in the Era of Deep Neural Networks: A Review Asim Waqas Aakash Tripathi Ravichandran Ramachandran Paul Stewart Ghulam Rasool AI4CE 37 31 0 11 Mar 2023
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei Yang Yang Zeyu Ma Jingjing Li Xing Xu H. Shen 27 2 0 26 Dec 2022
A survey on the development status and application prospects of knowledge graph in smart grids Jian Wang Xi Wang Chaoqun Ma Lei Kou 30 74 0 02 Nov 2022
TIDEE: Tidying Up Novel Rooms using Visuo-Semantic Commonsense Priors Gabriel H. Sarch Zhaoyuan Fang Adam W. Harley Paul Schydlo Michael J. Tarr Saurabh Gupta Katerina Fragkiadaki LM&Ro 21 45 0 21 Jul 2022
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity Jianyi Yang Shaolei Ren 29 3 0 02 Jul 2022
ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao Qianqian Xu Zhiyong Yang Qingming Huang 24 11 0 24 Jun 2022
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness Paul Pu Liang 22 4 0 14 Apr 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
Knowledge-Integrated Informed AI for National Security Anu Myne Kevin J. Leahy Ryan Soklaski 21 0 0 04 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
HR-RCNN: Hierarchical Relational Reasoning for Object Detection Hao Chen Abhinav Shrivastava 17 1 0 26 Oct 2021
Dual Graph Convolutional Networks with Transformer and Curriculum Learning for Image Captioning Xinzhi Dong Chengjiang Long Wenju Xu Chunxia Xiao ViT 76 66 0 05 Aug 2021
Addressing materials' microstructure diversity using transfer learning Aurèle Goetz Ali Riza Durmaz Martin Müller Akhil Thomas D. Britz P. Kerfriden C. Eberl OOD 22 21 0 29 Jul 2021
Faster-LTN: a neuro-symbolic, end-to-end object detection architecture Francesco Manigrasso Filomeno Davide Miro Lia Morra Fabrizio Lamberti ObjD 23 14 0 05 Jul 2021
Act Like a Radiologist: Towards Reliable Multi-view Correspondence Reasoning for Mammogram Mass Detection Yuhang Liu Fandong Zhang Chaoqi Chen Siwen Wang Yizhou Wang Yizhou Yu MedIm 21 38 0 21 May 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual Memory Sai Saketh Rambhatla Ramalingam Chellappa Abhinav Shrivastava 22 17 0 04 May 2021
GMLP: Building Scalable and Flexible Graph Neural Networks with Feature-Message Passing Wentao Zhang Yu Shen Zheyu Lin Yang Li Xiaosen Li Wenbin Ouyang Yangyu Tao Zhi-Xin Yang Bin Cui 24 9 0 20 Apr 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 22 122 0 09 Dec 2020
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition Tianshui Chen Liang Lin Riquan Chen X. Hui Hefeng Wu 12 153 0 20 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 28 10 0 03 Sep 2020
Few-Shot Object Detection via Knowledge Transfer Geonuk Kim Hong G Jung Seong-Whan Lee ObjD 24 27 0 28 Aug 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Hang Wang Minghao Xu Bingbing Ni Wenjun Zhang 13 105 0 17 Jul 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 24 53 0 29 Apr 2020
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation M. Moghaddam Qi Wu Ehsan Abbasnejad Javen Qinfeng Shi 20 4 0 07 Apr 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation Mengqi Zhang Shu Wu Meng Gao Xin Jiang Ke Xu Liang Wang 19 43 0 20 Oct 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 14 213 0 12 Oct 2019
Learning Category Correlations for Multi-label Image Recognition with Graph Networks Qing Li Xiaojiang Peng Yu Qiao Qiang Peng 34 22 0 28 Sep 2019
Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion Zihao Wang K. Lai Piji Li Lidong Bing W. Lam 19 32 0 25 Sep 2019
Integrating Knowledge and Reasoning in Image Understanding Somak Aditya Yezhou Yang Chitta Baral OCL 19 40 0 24 Jun 2019
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays Chengsheng Mao Liang Yao Yuan Luo MedIm GNN 33 56 0 31 Mar 2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 34 626 0 29 Mar 2019
MMKG: Multi-Modal Knowledge Graphs Ye Liu Hui Li Alberto García-Durán Mathias Niepert Daniel Oñoro-Rubio David S. Rosenblum 16 193 0 13 Mar 2019
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 34 371 0 08 Mar 2019
Wasserstein Barycenter Model Ensembling Pierre L. Dognin Igor Melnyk Youssef Mroueh Jerret Ross Cicero Nogueira dos Santos Tom Sercu 24 24 0 13 Feb 2019
Human Pose Estimation with Spatial Contextual Information Hong Zhang Hao Ouyang Shu-Lin Liu Xiaojuan Qi Xiaoyong Shen Ruigang Yang Jiaya Jia 3DH 27 83 0 07 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 28 5,400 0 20 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 39 1,321 0 11 Dec 2018
Hybrid Knowledge Routed Modules for Large-scale Object Detection Chenhan Jiang Hang Xu Xiangdan Liang Liang Lin VLM ObjD 31 86 0 30 Oct 2018
Visual Semantic Navigation using Scene Priors Wei Yang Xinyu Wang Ali Farhadi Abhinav Gupta Roozbeh Mottaghi LM&Ro 24 320 0 15 Oct 2018
Deep Reasoning with Knowledge Graph for Social Relationship Understanding Zhouxia Wang Tianshui Chen Jimmy S. J. Ren Weihao Yu Hui Cheng Liang Lin GNN 22 173 0 02 Jul 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 18 584 0 21 Mar 2018
Graph Partition Neural Networks for Semi-Supervised Classification Renjie Liao Marc Brockschmidt Daniel Tarlow Alexander L. Gaunt R. Urtasun R. Zemel GNN 22 76 0 16 Mar 2018
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing K. Annervaz Somnath Basu Roy Chowdhury Ambedkar Dukkipati GNN 22 71 0 16 Feb 2018
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Chung-Wei Lee Wei Fang Chih-Kuan Yeh Y. Wang VLM 37 280 0 17 Nov 2017