Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs

21 March 2018

Papers citing "Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs"

50 / 254 papers shown

Title
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Yonghao Long J. Wu Bo Lu Yueming Jin Mathias Unberath Yunhui Liu Pheng Ann Heng Qi Dou 21 39 0 03 Nov 2020
Learning to Infer Unseen Attribute-Object Compositions Hui Chen Zhixiong Nan Jingjing Jiang N. Zheng OCL CoGe 6 8 0 27 Oct 2020
Learning Graph-Based Priors for Generalized Zero-Shot Learning Colin Samplawski Jannik Wolff T. Klein Moin Nabi BDL 9 1 0 22 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
Conformal retrofitting via Riemannian manifolds: distilling task-specific graphs into pretrained embeddings Justin Dieter Arun Tejasvi Chaganty 8 0 0 09 Oct 2020
OWL2Vec*: Embedding of OWL Ontologies Jiaoyan Chen Pan Hu Ernesto Jiménez-Ruiz Ole Magnus Holter Denvar Antonyrajah Ian Horrocks 3DV 6 137 0 30 Sep 2020
Geometric Matrix Completion: A Functional View Abhishek Sharma M. Ovsjanikov 16 1 0 29 Sep 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang VLM 27 75 0 24 Sep 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 14 50 0 24 Sep 2020
Visual-Semantic Embedding Model Informed by Structured Knowledge Mirantha Jayathilaka Tingting Mu U. Sattler VLM 16 3 0 21 Sep 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
SML: Semantic Meta-learning for Few-shot Semantic Segmentation Ayyappa Kumar Pambala Titir Dutta Soma Biswas 24 22 0 14 Sep 2020
Zero-Shot Human-Object Interaction Recognition via Affordance Graphs Alessio Sarullo Tingting Mu 10 4 0 02 Sep 2020
Few-Shot Object Detection via Knowledge Transfer Geonuk Kim Hong G Jung Seong-Whan Lee ObjD 24 27 0 28 Aug 2020
All About Knowledge Graphs for Actions P. Ghosh Nirat Saini L. Davis Abhinav Shrivastava 14 31 0 28 Aug 2020
A Deep Dive into Adversarial Robustness in Zero-Shot Learning M. K. Yucel R. G. Cinbis P. D. Sahin VLM 13 7 0 17 Aug 2020
HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation Meng Wei C. Yuan Xiaoyu Yue Kuo Zhong 11 18 0 12 Aug 2020
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning Yannick Le Cacheux Adrian Daniel Popescu Hervé Le Borgne VLM 16 6 0 06 Aug 2020
Prior Guided Feature Enrichment Network for Few-Shot Segmentation Zhuotao Tian Hengshuang Zhao Michelle Shu Zhicheng Yang Ruiyu Li Jiaya Jia 17 507 0 04 Aug 2020
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition Yuan Xie Tianshui Chen Tao Pu Hefeng Wu Liang Lin 16 56 0 03 Aug 2020
Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs Xing Li Wei Wei Xiangnan Feng Xue Liu Zhiming Zheng GNN 9 12 0 31 Jul 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 16 2 0 23 Jul 2020
RGCF: Refined Graph Convolution Collaborative Filtering with concise and expressive embedding Kang Liu Feng Xue Richang Hong GNN 25 9 0 07 Jul 2020
MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning Baoquan Zhang Ka-Cheong Leung Yunming Ye Xutao Li 20 1 0 05 Jul 2020
Ontology-guided Semantic Composition for Zero-Shot Learning Jiaoyan Chen Freddy Lecue Yuxia Geng Jeff Z. Pan Huajun Chen VLM 22 15 0 30 Jun 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 26 36 0 18 Jun 2020
Learning Visual Commonsense for Robust Scene Graph Generation Alireza Zareian Zhecan Wang Haoxuan You Shih-Fu Chang 24 312 0 17 Jun 2020
Graph-based Visual-Semantic Entanglement Network for Zero-shot Image Recognition Yang Hu Guihua Wen Adriane P. Chapman Pei Yang Mingnan Luo Yingxue Xu Dan Dai Wendy Hall 37 18 0 08 Jun 2020
Self-supervised Training of Graph Convolutional Networks Qikui Zhu Bo Du Pingkun Yan SSL GNN 11 44 0 03 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
Adaptive Interaction Modeling via Graph Operations Search Haoxin Li Weishi Zheng Yu Tao Haifeng Hu Jianhuang Lai 26 5 0 05 May 2020
LambdaNet: Probabilistic Type Inference using Graph Neural Networks Jiayi Wei Maruth Goyal Greg Durrett Işıl Dillig 21 108 0 29 Apr 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
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships Yunlian Lv Ning Xie Yimin Shi Zijiao Wang H. Shen 24 0 0 29 Apr 2020
Directed Graph Convolutional Network Zekun Tong Yuxuan Liang Changsheng Sun David S. Rosenblum A. Lim BDL GNN 26 112 0 29 Apr 2020
Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution Yingruo Fan J. Lam V. Li 16 49 0 20 Apr 2020
Generative Adversarial Zero-shot Learning via Knowledge Graphs Yuxia Geng Jiaoyan Chen Zhuo Chen Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM GAN 27 7 0 07 Apr 2020
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 41 359 0 27 Mar 2020
Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN Hang Xu Linpu Fang Xiaodan Liang Wenxiong Kang Zhenguo Li ObjD 26 21 0 18 Feb 2020
Differentiable Graph Module (DGM) for Graph Convolutional Networks Anees Kazi Luca Cosmo Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein GNN MedIm 14 129 0 11 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 181 1,940 0 02 Feb 2020
Domain segmentation and adjustment for generalized zero-shot learning Xinsheng Wang Shanmin Pang Jihua Zhu 20 4 0 01 Feb 2020
An Ontology-Aware Framework for Audio Event Classification Yiwei Sun Shabnam Ghaffarzadegan 8 23 0 27 Jan 2020
Bridging Knowledge Graphs to Generate Scene Graphs Alireza Zareian Svebor Karaman Shih-Fu Chang 21 209 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
Towards Contextual Learning in Few-shot Object Classification M. Fortin B. Chaib-draa 21 3 0 13 Dec 2019
Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs Menghan Wang Anton van den Hengel Gulin Li Keping Yang Luo Si GNN 6 0 0 12 Dec 2019
AttKGCN: Attribute Knowledge Graph Convolutional Network for Person Re-identification Bo Jiang Xixi Wang Jin Tang 9 4 0 24 Nov 2019
Knowledge Graph Transfer Network for Few-Shot Recognition Riquan Chen Tianshui Chen X. Hui Hefeng Wu Guanbin Li Liang Lin SLR 11 63 0 21 Nov 2019