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
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 34 0 0 25 Apr 2025
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 39 3 0 07 Oct 2024
Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning Ziming Liu Jingcai Guo Song Guo Xiaocheng Lu VLM 29 2 0 22 Aug 2024
GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks Xuan Wang Hao Tang Zhigang Zhu ObjD 24 1 0 08 Jul 2024
ReCon1M:A Large-scale Benchmark Dataset for Relation Comprehension in Remote Sensing Imagery Xian Sun Qiwei Yan Chubo Deng Chenglong Liu Yi Jiang ... Wanxuan Lu Fanglong Yao Xiaoyu Liu Lingxiang Hao Hongfeng Yu 26 0 0 10 Jun 2024
The impact of Compositionality in Zero-shot Multi-label action recognition for Object-based tasks Carmela Calabrese Stefano Berti Giulia Pasquale Lorenzo Natale VLM 37 0 0 14 May 2024
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt Xiangyu Wu Qingjun Jiang Yang Yang Yifeng Wu Qingguo Chen Jianfeng Lu VLM VPVLM 28 6 0 11 May 2024
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning Shuo Yang Zirui Shang Yongqi Wang Derong Deng Hongwei Chen Qiyuan Cheng Xinxiao Wu VLM 33 6 0 02 Mar 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 40 8 0 29 Jan 2024
Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification Xueling Zhu Jian Liu Dongqi Tang Jiawei Ge Weijia Liu Bo Liu Jiuxin Cao VLM 27 1 0 02 Jan 2024
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval Kaipeng Fang Jingkuan Song Lianli Gao Pengpeng Zeng Zhi-Qi Cheng Xiyao Li Hengtao Shen VLM 25 10 0 19 Dec 2023
What can knowledge graph alignment gain with Neuro-Symbolic learning approaches? P. Cotovio Ernesto Jiménez-Ruiz Catia Pesquita 22 1 0 11 Oct 2023
Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph Generation Tao Pu Tianshui Chen Hefeng Wu Yongyi Lu Liangjie Lin ViT 37 13 0 23 Sep 2023
GBE-MLZSL: A Group Bi-Enhancement Framework for Multi-Label Zero-Shot Learning Ziming Liu Jingcai Guo Xiaocheng Lu Song Guo Peiran Dong Jiewei Zhang VLM 19 8 0 02 Sep 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations Ping Hu Ximeng Sun Stan Sclaroff Kate Saenko VLM 34 21 0 03 Aug 2023
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition Chao Liang Zongxin Yang Linchao Zhu Yezhou Yang NoLa 19 8 0 03 Jul 2023
Sample-Efficient Learning of Novel Visual Concepts Sarthak Bhagat Simon Stepputtis Joseph Campbell Katia P. Sycara 49 8 0 15 Jun 2023
Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning Jin Yuan Yang Zhang Yangzhou Du Zhongchao Shi Xin Geng Jianping Fan Yong Rui 26 0 0 30 May 2023
Deep Partial Multi-Label Learning with Graph Disambiguation Haobo Wang Shisong Yang Gengyu Lyu Weiwei Liu Tianlei Hu Ke Chen Songhe Feng Gang Chen 30 8 0 10 May 2023
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition Yanan Wu Songhe Feng Yang Wang 23 10 0 21 Apr 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
Bi-directional Distribution Alignment for Transductive Zero-Shot Learning Zhicai Wang Y. Hao Tingting Mu Ouxiang Li Shuo Wang Xiangnan He VLM 28 10 0 15 Mar 2023
Relational Multi-Task Learning: Modeling Relations between Data and Tasks Kaidi Cao Jiaxuan You J. Leskovec 22 17 0 14 Mar 2023
Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Songlin Dong Haoyu Luo Yuhang He Xing Wei Yihong Gong KELM CLL 21 7 0 26 Feb 2023
BB-GCN: A Bi-modal Bridged Graph Convolutional Network for Multi-label Chest X-Ray Recognition Guoli Wang Pingping Wang Jinyu Cong Kun-Meng Liu Benzheng Wei 16 3 0 22 Feb 2023
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework Jiayun Zhang Xiyuan Zhang Xinyang Zhang Dezhi Hong Rajesh K. Gupta Jingbo Shang FedML 59 7 0 01 Jan 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
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 31 3 0 02 Dec 2022
Association Graph Learning for Multi-Task Classification with Category Shifts Jiayi Shen Zehao Xiao Xiantong Zhen Cees G. M. Snoek M. Worring OOD 33 4 0 10 Oct 2022
Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features Shichao Xu Yikang Li Jenhao Hsiao C. Ho Zhuang Qi 14 7 0 19 Aug 2022
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Su He Taian Guo Tao Dai Ruizhi Qiao Bo Ren Shutao Xia VLM 72 49 0 05 Jul 2022
Disentangled Action Recognition with Knowledge Bases Zhekun Luo Shalini Ghosh Devin Guillory Keizo Kato Trevor Darrell Huijuan Xu 21 7 0 04 Jul 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 28 119 0 20 Jun 2022
Category-Agnostic 6D Pose Estimation with Conditional Neural Processes Yumeng Li Ni Gao Hanna Ziesche Gerhard Neumann 29 5 0 14 Jun 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 27 3 0 17 Apr 2022
Semantic Representation and Dependency Learning for Multi-Label Image Recognition Tao Pu Lixian Yuan Hefeng Wu Tianshui Chen Ling Tian Liang Lin VLM 23 15 0 08 Apr 2022
Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan Shikai Chen Yao Zhang Zhongchao Shi Xin Geng Jianping Fan Yong Rui ViT 23 30 0 08 Mar 2022
Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention Ziming Liu Song Guo Jingcai Guo Yuanyuan Xu Fushuo Huo 11 23 0 07 Mar 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 30 43 0 18 Dec 2021
Compositional Clustering: Applications to Multi-Label Object Recognition and Speaker Identification Zeqian Li Xinlu He Jacob Whitehill 19 6 0 09 Sep 2021
Discriminative Region-based Multi-Label Zero-Shot Learning Sanath Narayan Akshita Gupta Salman Khan F. Khan Ling Shao M. Shah VLM 19 43 0 20 Aug 2021
Distilling Holistic Knowledge with Graph Neural Networks Sheng Zhou Yucheng Wang Defang Chen Jiawei Chen Xin Eric Wang Can Wang Jiajun Bu 15 54 0 12 Aug 2021
Dynamic Relevance Learning for Few-Shot Object Detection Weijie Liu Chong Wang Haohe Li Shenghao Yu Jiafei Wu ObjD 20 10 0 04 Aug 2021
Learning Discriminative Representations for Multi-Label Image Recognition Mohammed Hassanin Ibrahim Radwan Salman Khan M. Tahtali SSL 11 23 0 23 Jul 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs Nasir Hayat Hazem Lashen Farah E. Shamout 54 21 0 14 Jul 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 25 19 0 29 Jun 2021
Multi-layered Semantic Representation Network for Multi-label Image Classification Xiwen Qu Haoyang Che Jun Huang Linchuan Xu Xiao Zheng 24 24 0 22 Jun 2021
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification Andrés Villa Juan-Manuel Perez-Rua Victor Escorcia Vladimir Araujo Juan Carlos Niebles Alvaro Soto 27 0 0 21 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 42 24 0 11 Jun 2021