Learning a Deep Embedding Model for Zero-Shot Learning

15 November 2016

Li Zhang

Papers citing "Learning a Deep Embedding Model for Zero-Shot Learning"

50 / 291 papers shown

Title
Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition Yuqian Fu Li Zhang Junke Wang Yanwei Fu Yu-Gang Jiang 26 94 0 20 Oct 2020
Synthesizing the Unseen for Zero-shot Object Detection Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir F. Khan VLM ObjD 176 57 0 19 Oct 2020
Learning Clusterable Visual Features for Zero-Shot Recognition Jingyi Xu Zhixin Shu Dimitris Samaras VLM 31 0 0 07 Oct 2020
Taking Modality-free Human Identification as Zero-shot Learning Zhizhe Liu Xingxing Zhang Zhenfeng Zhu Shuai Zheng Yao Zhao Jian Cheng 20 4 0 02 Oct 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang VLM 19 75 0 24 Sep 2020
Visual-Semantic Embedding Model Informed by Structured Knowledge Mirantha Jayathilaka Tingting Mu U. Sattler VLM 14 3 0 21 Sep 2020
Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Lin Gu Tatsuya Harada Jun Zhou 10 4 0 16 Sep 2020
Zero-Shot Human-Object Interaction Recognition via Affordance Graphs Alessio Sarullo Tingting Mu 10 4 0 02 Sep 2020
Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature Bo Liu Qiulei Dong Zhanyi Hu VLM 24 24 0 29 Aug 2020
All About Knowledge Graphs for Actions P. Ghosh Nirat Saini L. Davis Abhinav Shrivastava 12 31 0 28 Aug 2020
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 7 282 0 19 Aug 2020
A Deep Dive into Adversarial Robustness in Zero-Shot Learning M. K. Yucel R. G. Cinbis P. D. Sahin VLM 11 7 0 17 Aug 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 24 54 0 30 Jul 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 14 1 0 28 Jul 2020
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions Anurag Roy Vinay K. Verma Kripabandhu Ghosh Saptarshi Ghosh VLM 12 5 0 23 Jul 2020
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning Maunil R. Vyas Hemanth Venkateswara S. Panchanathan GAN 13 136 0 19 Jul 2020
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-shot Learning Shivam Chandhok V. Balasubramanian VLM GAN 18 1 0 15 Jul 2020
How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning Yikai Wang Li Zhang Yuan Yao Yanwei Fu 40 43 0 15 Jul 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 19 99 0 09 Jul 2020
On Learning Semantic Representations for Million-Scale Free-Hand Sketches Peng-Tao Xu Yongye Huang Tongtong Yuan Tao Xiang Timothy M. Hospedales Yi-Zhe Song Liang Wang SSL 19 4 0 07 Jul 2020
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata GAN 11 24 0 20 Jun 2020
Class Normalization for (Continual)? Generalized Zero-Shot Learning Ivan Skorokhodov Mohamed Elhoseiny VLM 16 5 0 19 Jun 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 18 36 0 18 Jun 2020
Simple and effective localized attribute representations for zero-shot learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer FAtt 14 11 0 10 Jun 2020
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning Hantao Yao Shaobo Min Yongdong Zhang Changsheng Xu VLM 6 8 0 31 May 2020
Improving Generalized Zero-Shot Learning by Semantic Discriminator Xinpeng Li VLM 14 1 0 28 May 2020
A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning Zhongwu Xie Weipeng Cao Xizhao Wang Zhong Ming Jingjing Zhang Jiyong Zhang VLM 8 4 0 13 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 6 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 9 50 0 30 Apr 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
Generative Adversarial Zero-shot Learning via Knowledge Graphs Yuxia Geng Jiaoyan Chen Zhuo Chen Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM GAN 13 7 0 07 Apr 2020
From Generalized zero-shot learning to long-tail with class descriptors Dvir Samuel Y. Atzmon Gal Chechik VLM 18 1 0 05 Apr 2020
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Shaobo Min Hantao Yao Hongtao Xie Chaoqun Wang Zhengjun Zha Yongdong Zhang 11 141 0 30 Mar 2020
Instance Credibility Inference for Few-Shot Learning Yikai Wang C. Xu Chen Liu Li Zhang Yanwei Fu 11 159 0 26 Mar 2020
Addressing target shift in zero-shot learning using grouped adversarial learning Saneem A. Chemmengath Soumava Paul Samarth Bharadwaj Suranjana Samanta Karthik Sankaranarayanan VLM 17 0 0 02 Mar 2020
CRL: Class Representative Learning for Image Classification Mayanka Chandrashekar Yugyung Lee VLM 13 1 0 16 Feb 2020
From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition Fuzhen Li Zhenfeng Zhu Xingxing Zhang Jian Cheng Yao Zhao 36 2 0 10 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 14 54 0 19 Jan 2020
Locality and compositionality in zero-shot learning Tristan Sylvain Linda Petrini R. Devon Hjelm 11 56 0 20 Dec 2019
Transductive Zero-Shot Learning for 3D Point Cloud Classification A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 12 56 0 16 Dec 2019
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning Shibing Xu Zishu Gao Guo-Wang Xie GAN 12 1 0 09 Dec 2019
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs Fangyu Liu Rongtian Ye Xun Wang Shuaipeng Li 12 32 0 22 Nov 2019
Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning Junjie Wang Xiangfeng Wang Bo Jin Junchi Yan Wenjie Zhang H. Zha 8 4 0 20 Nov 2019
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 20 5 0 24 Oct 2019
Hierarchical Prototype Learning for Zero-Shot Recognition Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 22 22 0 24 Oct 2019
Convolutional Prototype Learning for Zero-Shot Recognition Zhizhe Liu Xingxing Zhang Zhenfeng Zhu Shuai Zheng Yao Zhao Jian Cheng VLM 9 19 0 22 Oct 2019
Zero-shot Learning via Simultaneous Generating and Learning Hyeonwoo Yu Beomhee Lee VLM GAN 17 54 0 21 Oct 2019
Alleviating Feature Confusion for Generative Zero-shot Learning Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang GAN 23 62 0 17 Sep 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective K. Li Martin Renqiang Min Y. Fu VLM 68 125 0 13 Sep 2019
SDM-Net: A Simple and Effective Model for Generalized Zero-Shot Learning Shabnam Daghaghi Tharun Medini Anshumali Shrivastava VLM 20 1 0 10 Sep 2019