Towards Effective Deep Embedding for Zero-Shot Learning

v1v2 (latest)

Towards Effective Deep Embedding for Zero-Shot Learning

30 August 2018

Lei Zhang

Peng Wang

Lingqiao Liu

Chunhua Shen

Anton Van Den Hengel

ArXiv (abs)PDF HTML

Papers citing "Towards Effective Deep Embedding for Zero-Shot Learning"

17 / 17 papers shown

Title
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 186 6 0 14 Mar 2024
Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action RecognitionInternational Conference on Image and Graphics (ICIG), 2023 Ming-Zhe Li Zhen Jia Zheng Zhang Zhanyu Ma Liang Wang 145 9 0 18 Sep 2023
Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matchingInternational Conference on Image Analysis and Processing (ICIAP), 2023 Francesco Manigrasso Lia Morra Fabrizio Lamberti 189 1 0 29 Jul 2023
On the Transferability of Visual Features in Generalized Zero-Shot Learning Paola Cascante-Bonilla Leonid Karlinsky James Smith Yanjun Qi Vicente Ordonez 181 2 0 22 Nov 2022
LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning Sathvik Bhaskarpandit Priyanka Gupta Manik Gupta BDL AI4TS 87 2 0 25 Jul 2022
Learning Compositional Representations for Effective Low-Shot GeneralizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 141 4 0 17 Apr 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 127 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 134 12 0 17 Mar 2022
Region Semantically Aligned Network for Zero-Shot Learning Ziyang Wang Yunhao Gou Jingjing Li Yu Zhang Yang Yang 166 11 0 14 Oct 2021
Zero-sample surface defect detection and classification based on semantic feedback neural network Yibo Guo Yiming Fan Zhiyang Xiang Haidi Wang Wenhua Meng Mingliang Xu 91 1 0 15 Jun 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore Fabio Cermelli Yongqin Xian Goran Frehse Zeynep Akata Barbara Caputo VLM 249 75 0 21 Apr 2021
Zero-Shot Learning on 3D Point Cloud Objects and BeyondInternational Journal of Computer Vision (IJCV), 2021 A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 98 64 0 11 Apr 2021
Transductive Zero-Shot Learning by Decoupled Feature GenerationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Federico Marmoreo Jacopo Cavazza Vittorio Murino VLM 185 4 0 05 Feb 2021
Semantic Borrowing for Generalized Zero-Shot Learning Xiao-wei Chen 77 1 0 30 Jan 2021
A Review of Generalized Zero-Shot Learning MethodsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Farhad Pourpanah Moloud Abdar Yuxuan Luo Xinlei Zhou Ran Wang C. P. Lim Xizhao Wang Q. M. Jonathan Wu VLM 502 467 0 17 Nov 2020
Attribute-Induced Bias Eliminating for Transductive Zero-Shot LearningIEEE transactions on multimedia (TMM), 2020 Hantao Yao Shaobo Min Yongdong Zhang Changsheng Xu VLM 107 8 0 31 May 2020
Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM 113 10 0 25 Jan 2019