Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning

European Conference on Computer Vision (ECCV), 2020

19 July 2020

Papers citing "Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning"

50 / 63 papers shown

Title
Hyperbolic Dual Feature Augmentation for Open-Environment Peilin Yu Yuwei Wu Zhi Gao Xiaomeng Fan Shuo Yang Yunde Jia 108 1 0 10 Jun 2025
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2025 Huajie Jiang Hao Sun Xiaohan Yu Yongli Hu Baocai Yin Jian Yang Yuankai Qi VLM 124 0 0 29 Mar 2025
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 216 2 0 10 Mar 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning Man Liu Yuxi Liu Feng Li Chunjie Zhang Yunchao Wei H. Bai Tat-Seng Chua VLM 209 1 0 05 Jun 2024
Dual Relation Mining Network for Zero-Shot Learning Jinwei Han Yingguo Gao Zhiwen Lin Ke Yan Shouhong Ding Yuan Gao Gui-Song Xia 81 1 0 06 May 2024
Dual Expert Distillation Network for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Jingming Liang Jie Zhang Yining Qi Kang Wei Xiaofeng Cao FedML 152 5 0 25 Apr 2024
Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning Shiming Chen W. Hou Salman Khan Fahad Shahbaz Khan VLM ViT 162 24 0 11 Apr 2024
High-Discriminative Attribute Feature Learning for Generalized Zero-Shot Learning Yu Lei Guoshuai Sheng Fangfang Li Quanxue Gao Cheng Deng Qin Li VLM 96 1 0 07 Apr 2024
Sentinel-Guided Zero-Shot Learning: A Collaborative Paradigm without Real Data Exposure Fan Wan Xingyu Miao Haoran Duan Jingjing Deng Rui Gao Yang Long VLM 150 6 0 14 Mar 2024
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Vinay Kumar Verma Nikhil Mehta Kevin J. Liang Aakansha Mishra Lawrence Carin BDL VLM 122 5 0 02 Dec 2023
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Qihua Zhou Jiewei Zhang Kang Wei Chenxin Li Song Guo 192 7 0 23 Nov 2023
ChatGPT-guided Semantics for Zero-shot LearningInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2023 Fahimul Hoque Shubho T. Chowdhury A. Cheraghian Morteza Saberi Nabeel Mohammed Shafin Rahman VLM 123 1 0 18 Oct 2023
Attribute Localization and Revision Network for Zero-Shot Learning Junzhe Xu Suling Duan Chenwei Tang Zhenan He Jiancheng Lv VLM 106 0 0 11 Oct 2023
Instance Adaptive Prototypical Contrastive Embedding for Generalized Zero Shot Learning Riti Paul Sahil Vora Baoxin Li 170 0 0 13 Sep 2023
Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance LearningAsian Conference on Computer Vision (ACCV), 2023 Chong Zhang Haoyang Ling Qinkai Yu Haochen Xue Shreyank N Gowda Xiaobo Jin 150 1 0 04 Sep 2023
Continual Zero-Shot Learning through Semantically Guided Generative Random WalksIEEE International Conference on Computer Vision (ICCV), 2023 Wenxuan Zhang Paul Janson Kai Yi Ivan Skorokhodov Mohamed Elhoseiny VLM 121 3 0 23 Aug 2023
An Integral Projection-based Semantic Autoencoder for Zero-Shot LearningIEEE Access (IEEE Access), 2023 William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 132 5 0 26 Jun 2023
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Shuting He Henghui Ding Wei Jiang VLM 160 44 0 19 Jun 2023
Evolving Semantic Prototype Improves Generative Zero-Shot LearningInternational Conference on Machine Learning (ICML), 2023 Shiming Chen W. Hou Ziming Hong Xiaohan Ding Yibing Song Xinge You Tongliang Liu Kun Zhang VLM 152 25 0 12 Jun 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2023 Man Liu Feng Li Chunjie Zhang Yunchao Wei Yuxi Liu Yao-Min Zhao 115 49 0 27 Mar 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 242 0 0 08 Feb 2023
Vision Transformer-based Feature Extraction for Generalized Zero-Shot LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jiseob Kim Kyuhong Shim Junhan Kim B. Shim ViT 110 19 0 02 Feb 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 140 2 0 31 Dec 2022
Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic ForgettingInternational Computer Science Conference (ICSC), 2022 Gabriel Mantione-Holmes Justin Leo Jugal Kalita CLL 114 2 0 24 Dec 2022
Resolving Semantic Confusions for Improved Zero-Shot DetectionBritish Machine Vision Conference (BMVC), 2022 Sandipan Sarma Sushil Kumar Arijit Sur VLM ObjD 112 10 0 12 Dec 2022
Prompt-guided Scene Generation for 3D Zero-Shot LearningInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022 Majid Nasiri A. Cheraghian T. Chowdhury Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC DiffM 79 3 0 29 Sep 2022
Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower SpeciesIEEE Robotics and Automation Letters (RA-L), 2022 Abubakar Siddique A. Tabb Henry Medeiros SSL 79 10 0 10 Sep 2022
Boosting Zero-shot Learning via Contrastive Optimization of Attribute RepresentationsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yu Du Miaojing Shi Fangyun Wei Guoqi Li VLM 246 17 0 08 Jul 2022
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Wen Zhang Yin Fang Jeff Z. Pan Huajun Chen VLM 293 77 0 04 Jul 2022
Recognition of Unseen Bird Species by Learning from Field GuidesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Andrés C. Rodríguez Stefano Dáronco Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 118 1 0 03 Jun 2022
Unseen Classes at a Later Time? No ProblemComputer Vision and Pattern Recognition (CVPR), 2022 Hari Chandana Kuchibhotla Sumitra S Malagi Shivam Chandhok V. Balasubramanian CLL 119 10 0 30 Mar 2022
An Iterative Co-Training Transductive Framework for Zero Shot LearningIEEE Transactions on Image Processing (TIP), 2021 Bo Liu Lihua Hu Qiulei Dong Zhanyi Hu VLM 119 18 0 30 Mar 2022
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detectorKnowledge-Based Systems (KBS), 2022 Bo Liu Qiulei Dong Zhanyi Hu 126 11 0 17 Mar 2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2022 Shiming Chen Ziming Hong Guosen Xie Wenhan Wang Qinmu Peng Kai Wang Jian-jun Zhao Xinge You VLM 208 120 0 07 Mar 2022
Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning Yi Gao Chenwei Tang Jiancheng Lv 133 0 0 05 Mar 2022
Bias-Eliminated Semantic Refinement for Any-Shot LearningIEEE Transactions on Image Processing (IEEE TIP), 2022 Liangjun Feng Chunhui Zhao Xi Li DiffM GAN 116 19 0 10 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 191 6 0 27 Jan 2022
HardBoost: Boosting Zero-Shot Learning with Hard Classes Bo Liu Lihua Hu Zhanyi Hu Qiulei Dong 71 2 0 14 Jan 2022
Semantic Feature Extraction for Generalized Zero-shot LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Junhan Kim Kyuhong Shim B. Shim VLM 96 43 0 29 Dec 2021
Domain-Aware Continual Zero-Shot Learning Kai Yi Paul Janson Wenxuan Zhang Mohamed Elhoseiny 223 4 0 24 Dec 2021
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2021 Zhiyu Fang Xiaobin Zhu Chun Yang Zheng Han Jingyan Qin Xu-Cheng Yin 113 24 0 24 Dec 2021
Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners Mohammed Dabbah Ran El-Yaniv 126 0 0 26 Nov 2021
The Curious Layperson: Fine-Grained Image Recognition without Expert Labels Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi VLM 112 11 0 05 Nov 2021
Region Semantically Aligned Network for Zero-Shot Learning Ziyang Wang Yunhao Gou Jingjing Li Yu Zhang Yang Yang 118 11 0 14 Oct 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning Shiming Chen Guosen Xie Yang Liu Qinmu Peng Baigui Sun Hao Li Xinge You Ling Shao 203 155 0 30 Sep 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information Sarkhan Badirli Zeynep Akata G. Mohler Christel Picard M. M. Dundar SyDa BDL 191 39 0 29 Sep 2021
FREE: Feature Refinement for Generalized Zero-Shot LearningIEEE International Conference on Computer Vision (ICCV), 2021 Shiming Chen Wenjie Wang Beihao Xia Qinmu Peng Xinge You Feng Zheng Ling Shao VLM 126 152 0 29 Jul 2021
Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains Shivam Chandhok Sanath Narayan Hisham Cholakkal Rao Muhammad Anwer V. Balasubramanian Fahad Shahbaz Khan Ling Shao 76 6 0 12 Jul 2021
Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision Gaurav Bhatt Shivam Chandhok V. Balasubramanian 91 1 0 11 Jul 2021
Disentangling Semantic-to-visual Confusion for Zero-shot Learning Zihan Ye Fuyuan Hu Fan Lyu Linyan Li Kaizhu Huang 125 26 0 16 Jun 2021