Multi-Label Zero-Shot Learning with Structured Knowledge Graphs

17 November 2017

Papers citing "Multi-Label Zero-Shot Learning with Structured Knowledge Graphs"

50 / 123 papers shown

Title
Survey of Image Based Graph Neural Networks U. Nazir He-Nan Wang M. Taj GNN 16 6 0 11 Jun 2021
Labeled Data Generation with Inexact Supervision Enyan Dai Kai Shu Yiwei Sun Suhang Wang 29 3 0 08 Jun 2021
pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules Michael Kirchhof Lena Schmid Christopher Reining M. T. Hompel Markus Pauly 10 2 0 28 May 2021
Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution Boyan Xu Hujun Yin GNN 35 9 0 21 May 2021
Compositional Fine-Grained Low-Shot Learning Dat T. Huynh Ehsan Elhamifar 16 4 0 21 May 2021
Semantic Diversity Learning for Zero-Shot Multi-label Classification Avi Ben-Cohen Nadav Zamir Emanuel Ben-Baruch Itamar Friedman Lihi Zelnik-Manor VLM 11 30 0 12 May 2021
Graph Learning: A Survey Feng Xia Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 16 342 0 03 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 19 9 0 20 Apr 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 19 58 0 11 Apr 2021
Contrastive Embedding for Generalized Zero-Shot Learning Zongyan Han Zhenyong Fu Shuo Chen Jian Yang VLM 34 189 0 30 Mar 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 18 60 0 19 Mar 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 30 221 0 17 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 27 77 0 26 Feb 2021
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning Hongxin Xiang Cheng Xie Ting Zeng Yun Yang 24 6 0 23 Feb 2021
Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases Xuehao Liu Sarah Jane Delany Susan Mckeever 12 0 0 22 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 35 5 0 05 Feb 2021
Generative Multi-Label Zero-Shot Learning Akshita Gupta Sanath Narayan Salman Khan F. Khan Ling Shao J. Weijer VLM 19 32 0 27 Jan 2021
Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer Liang Lin Yiming Gao Ke Gong Meng Wang Xiaodan Liang 24 13 0 26 Jan 2021
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Cheng Xie Hongxin Xiang Ting Zeng Yun Yang Beibei Yu Qing Liu VLM 19 22 0 25 Jan 2021
Deep Semantic Dictionary Learning for Multi-label Image Classification Feng Zhou Sheng Huang Yun Xing VLM 13 71 0 23 Dec 2020
Image Annotation based on Deep Hierarchical Context Networks Mingyuan Jiu H. Sahbi 18 0 0 21 Dec 2020
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
Concept Generalization in Visual Representation Learning Mert Bulent Sariyildiz Yannis Kalantidis Diane Larlus Alahari Karteek SSL 28 50 0 10 Dec 2020
General Multi-label Image Classification with Transformers Jack Lanchantin Tianlu Wang Vicente Ordonez Yanjun Qi ViT 10 263 0 27 Nov 2020
The Emerging Trends of Multi-Label Learning Weiwei Liu Haobo Wang Xiaobo Shen Ivor W. Tsang 38 252 0 23 Nov 2020
A Review of Generalized Zero-Shot Learning Methods Farhad Pourpanah Moloud Abdar Yuxuan Luo Xinlei Zhou Ran Wang C. P. Lim Xizhao Wang Q. M. Jonathan Wu VLM 19 344 0 17 Nov 2020
Video-based Facial Expression Recognition using Graph Convolutional Networks Daizong Liu Hongting Zhang Pan Zhou 14 35 0 26 Oct 2020
Contextual Heterogeneous Graph Network for Human-Object Interaction Detection Hai Wang Weishi Zheng Yingbiao Ling 27 87 0 20 Oct 2020
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs Jueqing Lu Lan Du Ming-Yu Liu Joanna Dipnall 14 41 0 15 Oct 2020
Instance-Aware Graph Convolutional Network for Multi-Label Classification Yun Wang Tong Zhang Zhen Cui Chunyan Xu Jian Yang GNN 9 4 0 19 Aug 2020
Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge He Huang Yuan-Wei Chen Wei Tang Wenhao Zheng Qingguo Chen Yao Hu Philip Yu VLM 10 13 0 30 Jul 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Tong Wu Qingqiu Huang Ziwei Liu Yu Wang Dahua Lin 17 228 0 19 Jul 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
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition Bin-Bin Gao Hong-Yu Zhou 6 113 0 03 Jul 2020
Class Normalization for (Continual)? Generalized Zero-Shot Learning Ivan Skorokhodov Mohamed Elhoseiny VLM 16 5 0 19 Jun 2020
Learning Visual Commonsense for Robust Scene Graph Generation Alireza Zareian Zhecan Wang Haoxuan You Shih-Fu Chang 19 312 0 17 Jun 2020
Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge Peng Wang Dongyang Liu Hui Li Qi Wu ObjD 24 19 0 02 Jun 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
GraftNet: An Engineering Implementation of CNN for Fine-grained Multi-label Task Chunhua Jia Lei Zhang Hui Huang Weiwei Cai Hao Hu Rohan Adivarekar 6 0 0 27 Apr 2020
Adversarial Learning for Personalized Tag Recommendation Erik Quintanilla Y. S. Rawat Andrey Sakryukin M. Shah Mohan S. Kankanhalli VLM 6 21 0 01 Apr 2020
Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels Daizong Liu Shuangjie Xu Pan Zhou Kun He Wei Wei Zichuan Xu 16 1 0 26 Feb 2020
Bridging Knowledge Graphs to Generate Scene Graphs Alireza Zareian Svebor Karaman Shih-Fu Chang 16 209 0 07 Jan 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
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification Renchun You Zhiyao Guo Lei Cui Xiang Long Sid Ying-Ze Bao Shilei Wen 14 184 0 17 Dec 2019
Transductive Zero-Shot Learning for 3D Point Cloud Classification A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 12 56 0 16 Dec 2019
Knowledge Graph Transfer Network for Few-Shot Recognition Riquan Chen Tianshui Chen X. Hui Hefeng Wu Guanbin Li Liang Lin SLR 6 63 0 21 Nov 2019
Multi-Label Classification with Label Graph Superimposing Ya Wang Dongliang He Fu Li Xiang Long Zhichao Zhou Jinwen Ma Shilei Wen 20 165 0 21 Nov 2019
Zero-Shot Recognition via Optimal Transport Wenlin Wang Hongteng Xu Guoyin Wang Wenqi Wang Lawrence Carin OT 16 2 0 20 Oct 2019
Learning Category Correlations for Multi-label Image Recognition with Graph Networks Qing Li Xiaojiang Peng Yu Qiao Qiang Peng 29 22 0 28 Sep 2019
Fast and Effective Adaptation of Facial Action Unit Detection Deep Model Mihee Lee Ognjen Rudovic Vladimir Pavlovic M. Pantic CVBM 13 1 0 26 Sep 2019