Generative Dual Adversarial Network for Generalized Zero-shot Learning

12 November 2018

He Huang

Chang-Dong Wang

Philip S. Yu

Chang-Dong Wang

GAN

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Papers citing "Generative Dual Adversarial Network for Generalized Zero-shot Learning"

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Title
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning Hongxin Xiang Cheng Xie Ting Zeng Yun Yang 16 6 0 23 Feb 2021
OntoZSL: Ontology-enhanced Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuo Chen Jeff Z. Pan Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM 28 80 0 15 Feb 2021
End-to-end Generative Zero-shot Learning via Few-shot Learning Georgios Chochlakis Efthymios Georgiou Alexandros Potamianos VLM 15 1 0 08 Feb 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation Federico Marmoreo Jacopo Cavazza Vittorio Murino VLM 15 4 0 05 Feb 2021
Isometric Propagation Network for Generalized Zero-shot Learning Lu Liu Tianyi Zhou Guodong Long Jing Jiang Xuanyi Dong Chengqi Zhang 14 36 0 03 Feb 2021
Generative Multi-Label Zero-Shot Learning Akshita Gupta Sanath Narayan Salman Khan F. Khan Ling Shao J. Weijer VLM 11 32 0 27 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 11 22 0 25 Jan 2021
Generative Replay-based Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL VLM 21 8 0 22 Jan 2021
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning Zhi Chen Zi Huang Jingjing Li Zheng-Wei Zhang UQCV 14 12 0 09 Jan 2021
Integrated Generalized Zero-Shot Learning for Fine-Grained Classification Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu 32 22 0 31 Dec 2020
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu GAN 11 7 0 30 Dec 2020
Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings Karan Sikka Jihua Huang Andrew Silberfarb Prateeth Nayak Luke Rohrer Pritish Sahu John Byrnes Ajay Divakaran R. Rohwer 15 4 0 21 Nov 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 19 343 0 17 Nov 2020
Generalized Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram BDL VLM CLL 23 11 0 17 Nov 2020
Towards Zero-Shot Learning with Fewer Seen Class Examples Vinay K. Verma Ashish Mishra Anubha Pandey H. Murthy Piyush Rai VLM 28 15 0 14 Nov 2020
Transductive Zero-Shot Learning using Cross-Modal CycleGAN Patrick Bordes Éloi Zablocki Benjamin Piwowarski Patrick Gallinari VLM 22 0 0 13 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
A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures Jinting Wu Yujia Zhang Xiaoguang Zhao Wenbin Gao SLR 6 10 0 13 Oct 2020
Learning Clusterable Visual Features for Zero-Shot Recognition Jingyi Xu Zhixin Shu Dimitris Samaras VLM 31 0 0 07 Oct 2020
A Prototype-Based Generalized Zero-Shot Learning Framework for Hand Gesture Recognition Jinting Wu Yujia Zhang Xiaoguang Zhao 6 8 0 29 Sep 2020
Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Lin Gu Tatsuya Harada Jun Zhou 8 4 0 16 Sep 2020
Unravelling Small Sample Size Problems in the Deep Learning World Rohit Keshari Soumyadeep Ghosh S. Chhabra Mayank Vatsa Richa Singh 32 33 0 08 Aug 2020
Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge He Huang Yuan-Wei Chen Wei Tang Wenhao Zheng Qingguo Chen Yao Hu Philip Yu VLM 10 13 0 30 Jul 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 6 1 0 28 Jul 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 11 36 0 27 Jul 2020
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-shot Learning Shivam Chandhok V. Balasubramanian VLM GAN 16 1 0 15 Jul 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 19 99 0 09 Jul 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 15 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 6 11 0 10 Jun 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 19 53 0 29 Apr 2020
NullSpaceNet: Nullspace Convoluional Neural Network with Differentiable Loss Function Mohamed H. Abdelpakey M. Shehata 3DPC 8 1 0 25 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 11 7 0 07 Apr 2020
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 15 126 0 01 Apr 2020
Addressing target shift in zero-shot learning using grouped adversarial learning Saneem A. Chemmengath Soumava Paul Samarth Bharadwaj Suranjana Samanta Karthik Sankaranarayanan VLM 12 0 0 02 Mar 2020
Domain segmentation and adjustment for generalized zero-shot learning Xinsheng Wang Shanmin Pang Jihua Zhu 12 4 0 01 Feb 2020
GTNet: Generative Transfer Network for Zero-Shot Object Detection Shizhen Zhao Changxin Gao Yuanjie Shao Lerenhan Li Changqian Yu Zhong Ji Nong Sang ViT ObjD 6 54 0 19 Jan 2020
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning Shibing Xu Zishu Gao Guo-Wang Xie GAN 10 1 0 09 Dec 2019
Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning Junjie Wang Xiangfeng Wang Bo Jin Junchi Yan Wenjie Zhang H. Zha 6 4 0 20 Nov 2019
Dont Even Look Once: Synthesizing Features for Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama ObjD 19 88 0 18 Nov 2019
Zero-Shot Recognition via Optimal Transport Wenlin Wang Hongteng Xu Guoyin Wang Wenqi Wang Lawrence Carin OT 11 2 0 20 Oct 2019
Episode-based Prototype Generating Network for Zero-Shot Learning Yunlong Yu Zhong Ji Zhongfei Zhang Jungong Han VLM 11 144 0 08 Sep 2019
TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning Chenrui Zhang Xiaoqing Lyu Zhi Tang 6 30 0 30 Aug 2019
Visual Space Optimization for Zero-shot Learning Xinsheng Wang Shanmin Pang Jihua Zhu Zhongyu Li Zhiqiang Tian Yaochen Li VLM 11 9 0 30 Jun 2019
Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM 11 10 0 25 Jan 2019