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"

41 / 291 papers shown

Title
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning Aoxue Li Zhiwu Lu Jiechao Guan Tao Xiang Liwei Wang Ji-Rong Wen VLM 14 19 0 19 Oct 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition An Zhao Mingyu Ding Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 16 48 0 19 Oct 2018
Distribution Networks for Open Set Learning Chengsheng Mao Liang Yao Yuan Luo OOD 23 2 0 20 Sep 2018
Towards Effective Deep Embedding for Zero-Shot Learning Lei Zhang Peng Wang Lingqiao Liu Chunhua Shen Wei Wei Yanning Zhang A. Hengel VLM 6 71 0 30 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 26 71 0 14 Aug 2018
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee 24 35 0 08 Aug 2018
Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 15 118 0 24 Jul 2018
Few-Shot Adaptation for Multimedia Semantic Indexing Nakamasa Inoue K. Shinoda VLM 13 6 0 19 Jul 2018
Global Semantic Consistency for Zero-Shot Learning Fan Wu Kai Tian Jihong Guan Shuigeng Zhou 19 3 0 22 Jun 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning Bo-Lu Zhao Xinwei Sun Yanwei Fu Y. Yao Yizhou Wang 11 23 0 12 Jun 2018
Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning Y. Atzmon Gal Chechik BDL VLM 34 29 0 07 Jun 2018
Deep Mixture of Experts via Shallow Embedding Xin Wang F. I. F. Richard Yu Lisa Dunlap Yi-An Ma Ruth Wang Azalia Mirhoseini Trevor Darrell Joseph E. Gonzalez MoE 19 1 0 05 Jun 2018
Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning Yunlong Yu Zhong Ji Yanwei Fu Jichang Guo Yanwei Pang Zhongfei Zhang VLM 16 27 0 21 May 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 16 66 0 18 May 2018
Sketch-a-Classifier: Sketch-based Photo Classifier Generation Conghui Hu Da Li Yi-Zhe Song Tao Xiang Timothy M. Hospedales DiffM VLM 9 28 0 30 Apr 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification Chenrui Zhang Yuxin Peng 7 47 0 26 Apr 2018
Multi-Modal Coreference Resolution with the Correlation between Space Structures Qibin Zheng Xingchun Diao Jianjun Cao Xiaolei Zhou Yi Liu Hongmei Li 6 1 0 21 Apr 2018
Complementary Attributes: A New Clue to Zero-Shot Learning Xiaofeng Xu Ivor W. Tsang Chuancai Liu VLM 4 16 0 17 Apr 2018
Hierarchical Novelty Detection for Visual Object Recognition Kibok Lee Kimin Lee Kyle Min Y. Zhang Jinwoo Shin Honglak Lee BDL 36 67 0 02 Apr 2018
Transductive Unbiased Embedding for Zero-Shot Learning Jie Song Chengchao Shen Yezhou Yang Yang Liu Mingli Song 11 197 0 30 Mar 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs X. Wang Yufei Ye Abhinav Gupta 6 584 0 21 Mar 2018
Deep Multiple Instance Learning for Zero-shot Image Tagging Shafin Rahman Salman Khan VLM 6 17 0 16 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 26 151 0 16 Mar 2018
Preserving Semantic Relations for Zero-Shot Learning Yashas Annadani Soma Biswas VLM 8 224 0 08 Mar 2018
Zero-Shot Sketch-Image Hashing Yuming Shen Li Liu Fumin Shen Ling Shao 18 151 0 06 Mar 2018
Zero-Shot Learning via Latent Space Encoding Yunlong Yu Zhong Ji Jichang Guo Zhongfei Zhang Zhang VLM 16 68 0 26 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 28 381 0 04 Dec 2017
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 18 922 0 04 Dec 2017
Zero-shot Learning via Shared-Reconstruction-Graph Pursuit Bo-Lu Zhao Xinwei Sun Y. Yao Yizhou Wang 16 8 0 20 Nov 2017
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding Jiahong Wu He Zheng Bo-Lu Zhao Yixin Li Baoming Yan ... Shipei Zhou G. Lin Yanwei Fu Yizhou Wang Yonggang Wang VLM 30 149 0 17 Nov 2017
Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries Bohan Zhuang Qi Wu Chunhua Shen Ian Reid A. Hengel ObjD 19 134 0 17 Nov 2017
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping Li Niu Jianfei Cai Ashok Veeraraghavan VLM 23 4 0 16 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip H. S. Torr Timothy M. Hospedales 41 4,013 0 16 Nov 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 12 175 0 13 Oct 2017
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding Qian Wang Ke Chen BDL 27 7 0 15 Sep 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay K. Verma Piyush Rai VLM 29 196 0 25 Jul 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 25 1,544 0 03 Jul 2017
A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning Shafin Rahman Salman H. Khan Fatih Porikli 33 172 0 27 Jun 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 32 177 0 26 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 170 840 0 17 May 2016