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Synthesized Classifiers for Zero-Shot Learning

2 March 2016

Wei-Lun Chao

Papers citing "Synthesized Classifiers for Zero-Shot Learning"

50 / 310 papers shown

Title
OntoZSL: Ontology-enhanced Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuo Chen Jeff Z. Pan Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM 108 84 0 15 Feb 2021
End-to-end Generative Zero-shot Learning via Few-shot Learning Georgios Chochlakis Efthymios Georgiou Alexandros Potamianos VLM 38 1 0 08 Feb 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation Federico Marmoreo Jacopo Cavazza Vittorio Murino VLM 116 4 0 05 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 136 5 0 05 Feb 2021
Semantic Borrowing for Generalized Zero-Shot Learning Xiao-wei Chen 37 1 0 30 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 57 23 0 25 Jan 2021
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning Zhi Chen Zi Huang Jingjing Li Zheng Zhang UQCV 41 12 0 09 Jan 2021
CIZSL++: Creativity Inspired Generative Zero-Shot Learning Mohamed Elhoseiny Kai Yi Mohamed Elfeki VLM DiffM 63 7 0 01 Jan 2021
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu GAN 51 7 0 30 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 141 0 0 16 Dec 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 152 363 0 17 Nov 2020
Towards Zero-Shot Learning with Fewer Seen Class Examples Vinay Kumar Verma Ashish Mishra Anubha Pandey H. Murthy Piyush Rai VLM 79 16 0 14 Nov 2020
Deep Neural Mobile Networking Chaoyun Zhang 74 1 0 23 Oct 2020
Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations Tristan Sylvain Linda Petrini R. Devon Hjelm VLM 46 7 0 22 Oct 2020
A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures Jinting Wu Yujia Zhang Xiaoguang Zhao Wenbin Gao SLR 52 10 0 13 Oct 2020
Background Learnable Cascade for Zero-Shot Object Detection Ye Zheng Ruoran Huang Chuanqi Han Xi Huang Li Cui ObjD 123 48 0 09 Oct 2020
Learning Clusterable Visual Features for Zero-Shot Recognition Jingyi Xu Zhixin Shu Dimitris Samaras VLM 109 0 0 07 Oct 2020
A Prototype-Based Generalized Zero-Shot Learning Framework for Hand Gesture Recognition Jinting Wu Yujia Zhang Xiaoguang Zhao 45 8 0 29 Sep 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang VLM 82 75 0 24 Sep 2020
Weak-shot Fine-grained Classification via Similarity Transfer Junjie Chen Li Niu Liu Liu Liqing Zhang 103 21 0 19 Sep 2020
Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Lin Gu Tatsuya Harada Jun Zhou 46 4 0 16 Sep 2020
Prior Knowledge about Attributes: Learning a More Effective Potential Space for Zero-Shot Recognition Chunlai Chai Yukuan Lou Shijin Zhang BDL 26 1 0 14 Sep 2020
Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow Yuchao Gu Le Zhang Yun-Hai Liu Shao-Ping Lu Ming-Ming Cheng 140 6 0 01 Sep 2020
Learning Adaptive Embedding Considering Incremental Class Yang Yang Zhensheng Sun HengShu Zhu Yanjie Fu Hui Xiong Jian Yang CLL 69 41 0 31 Aug 2020
Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature Bo Liu Qiulei Dong Zhanyi Hu VLM 123 24 0 29 Aug 2020
Few-Shot Object Detection via Knowledge Transfer Geonuk Kim Hong G Jung Seong-Whan Lee ObjD 90 28 0 28 Aug 2020
All About Knowledge Graphs for Actions P. Ghosh Nirat Saini L. Davis Abhinav Shrivastava 80 31 0 28 Aug 2020
Bias-Awareness for Zero-Shot Learning the Seen and Unseen William Thong Cees G. M. Snoek 51 5 0 25 Aug 2020
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 99 295 0 19 Aug 2020
A Deep Dive into Adversarial Robustness in Zero-Shot Learning M. K. Yucel R. G. Cinbis P. D. Sahin VLM 68 7 0 17 Aug 2020
AlphaNet: Improving Long-Tail Classification By Combining Classifiers Nadine Chang Jayanth Koushik Aarti Singh M. Hebert Yu-Xiong Wang Michael J. Tarr 63 0 0 17 Aug 2020
ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection Ye Liu Junsong Yuan Chang Wen Chen 251 83 0 14 Aug 2020
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification Yang Yang Zhensheng Sun Hui Xiong Jian Yang 30 23 0 11 Aug 2020
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning Xingyu Chen Xuguang Lan F. Sun Nanning Zheng OODD 84 77 0 09 Aug 2020
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning Yannick Le Cacheux Adrian Daniel Popescu Hervé Le Borgne VLM 124 7 0 06 Aug 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 80 38 0 27 Jul 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 151 101 0 23 Jul 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 55 2 0 23 Jul 2020
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning Maunil R. Vyas Hemanth Venkateswara S. Panchanathan GAN 72 138 0 19 Jul 2020
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-shot Learning Shivam Chandhok V. Balasubramanian VLM GAN 35 1 0 15 Jul 2020
Bookworm continual learning: beyond zero-shot learning and continual learning Kai Wang Luis Herranz Anjan Dutta Joost van de Weijer VLM CLL 78 6 0 26 Jun 2020
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata GAN 56 24 0 20 Jun 2020
Class Normalization for (Continual)? Generalized Zero-Shot Learning Ivan Skorokhodov Mohamed Elhoseiny VLM 66 5 0 19 Jun 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 123 37 0 18 Jun 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 93 86 0 16 Jun 2020
Simple and effective localized attribute representations for zero-shot learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer FAtt 62 11 0 10 Jun 2020
Improving Generalized Zero-Shot Learning by Semantic Discriminator Xinpeng Li VLM 50 1 0 28 May 2020
Learning to hash with semantic similarity metrics and empirical KL divergence Heikki Arponen Tom E. Bishop MQ 100 0 0 11 May 2020
Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning Omkar Gune Mainak Pal Preeti Mukherjee Biplab Banerjee S. Chaudhuri VLM 34 4 0 09 May 2020
A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion Jingcai Guo Song Guo 64 50 0 30 Apr 2020