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"

42 / 292 papers shown

Title
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Zhiwu Lu Jiechao Guan Aoxue Li Tao Xiang An Zhao Ji-Rong Wen 28 64 0 19 Oct 2018
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 20 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 24 48 0 19 Oct 2018
Distribution Networks for Open Set Learning Chengsheng Mao Liang Yao Yuan Luo OOD 31 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 Anton Van Den Hengel VLM 13 71 0 30 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 29 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 38 35 0 08 Aug 2018
Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 20 118 0 24 Jul 2018
Few-Shot Adaptation for Multimedia Semantic Indexing Nakamasa Inoue Koichi Shinoda VLM 20 6 0 19 Jul 2018
Global Semantic Consistency for Zero-Shot Learning Fan Wu Kai Tian Jihong Guan Shuigeng Zhou 27 3 0 22 Jun 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning Bo Zhao Xinwei Sun Yanwei Fu Yuan Yao Yizhou Wang 19 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 Feng 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 24 27 0 21 May 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 24 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 21 28 0 30 Apr 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification Chenrui Zhang Yuxin Peng 17 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 11 1 0 21 Apr 2018
Complementary Attributes: A New Clue to Zero-Shot Learning Xiaofeng Xu Ivor W. Tsang Chuancai Liu VLM 9 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 49 67 0 02 Apr 2018
Transductive Unbiased Embedding for Zero-Shot Learning Mingli Song Chengchao Shen Yezhou Yang Yang Liu Xiuming Zhang 29 197 0 30 Mar 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 18 584 0 21 Mar 2018
Deep Multiple Instance Learning for Zero-shot Image Tagging Shafin Rahman Salman Khan VLM 8 17 0 16 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 34 151 0 16 Mar 2018
Preserving Semantic Relations for Zero-Shot Learning Yashas Annadani Soma Biswas VLM 10 224 0 08 Mar 2018
Zero-Shot Sketch-Image Hashing Yuming Shen Li Liu Fumin Shen Ling Shao 23 151 0 06 Mar 2018
Zero-Shot Learning via Latent Space Encoding YunLong Yu Zhong Ji Jichang Guo Zhongfei Zhang Zhang VLM 24 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 18 923 0 04 Dec 2017
Zero-shot Learning via Shared-Reconstruction-Graph Pursuit Bo Zhao Xinwei Sun Yuan Yao Yizhou Wang 18 8 0 20 Nov 2017
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding Jiahong Wu He Zheng Bo Zhao Yixin Li Baoming Yan ... Shipei Zhou G. Lin Yanwei Fu Yizhou Wang Yonggang Wang VLM 38 149 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 Anton Van Den Hengel ObjD 21 134 0 17 Nov 2017
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping Li Niu Jianfei Cai Ashok Veeraraghavan VLM 28 4 0 16 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 77 4,015 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 16 175 0 13 Oct 2017
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding Qian Wang Ke Chen BDL 30 7 0 15 Sep 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay Kumar Verma Piyush Rai VLM 40 196 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 1,545 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 35 177 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