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
A Meta-Learning Framework for Generalized Zero-Shot Learning Vinay K. Verma Dhanajit Brahma Piyush Rai BDL DiffM VLM 30 19 0 10 Sep 2019
Episode-based Prototype Generating Network for Zero-Shot Learning Yunlong Yu Zhong Ji Zhongfei Zhang Jungong Han VLM 19 144 0 08 Sep 2019
Large-scale Tag-based Font Retrieval with Generative Feature Learning Tianlang Chen Zhaowen Wang N. Xu Hailin Jin Jiebo Luo 3DV VLM 12 28 0 04 Sep 2019
TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning Chenrui Zhang Xiaoqing Lyu Zhi Tang 11 30 0 30 Aug 2019
A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification Zhong Ji Xuejie Yu Yunlong Yu Yanwei Pang Zhongfei Zhang VLM 16 2 0 26 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 13 174 0 16 Aug 2019
Domain-Specific Embedding Network for Zero-Shot Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 27 21 0 12 Aug 2019
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Chuanxing Geng Lue Tao Songcan Chen ObjD 15 0 0 12 Aug 2019
Action Recognition in Untrimmed Videos with Composite Self-Attention Two-Stream Framework Dong Cao Lisha Xu Haibo Chen ViT 10 3 0 04 Aug 2019
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition M. Bishay Georgios Zoumpourlis Ioannis Patras ViT 18 155 0 21 Jul 2019
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi Wei Wei Zhiming Zheng VLM 25 6 0 18 Jul 2019
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 14 40 0 15 Jul 2019
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning Jiancheng Ni Shanghang Zhang Haiyong Xie GAN 12 75 0 12 Jul 2019
Visual Space Optimization for Zero-shot Learning Xinsheng Wang Shanmin Pang Jihua Zhu Zhongyu Li Zhiqiang Tian Yaochen Li VLM 16 9 0 30 Jun 2019
Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing Sungmin Eum H. Kwon 11 2 0 13 Jun 2019
Joint Concept Matching based Learning for Zero-Shot Recognition Wen Tang Ashkan Panahi Hamid Krim VLM 4 1 0 13 Jun 2019
From Fully Supervised to Zero Shot Settings for Twitter Hashtag Recommendation Abhay Kumar Nishant Jain Suraj Tripathi Chirag Singh 12 4 0 11 Jun 2019
Zero-Shot Image Classification Using Coupled Dictionary Embedding Mohammad Rostami Soheil Kolouri Zak Murez Yuri Owekcho Eric Eaton Kuyngnam Kim VLM 9 15 0 10 Jun 2019
A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation V. Khare Divyat Mahajan Homanga Bharadhwaj Vinay K. Verma Piyush Rai VLM 20 16 0 07 Jun 2019
Baby steps towards few-shot learning with multiple semantics Eli Schwartz Leonid Karlinsky Rogerio Feris Raja Giryes A. Bronstein VLM 26 105 0 05 Jun 2019
A Strong and Robust Baseline for Text-Image Matching Fangyu Liu Rongtian Ye VLM 35 17 0 04 Jun 2019
Learning Visually Consistent Label Embeddings for Zero-Shot Learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 13 5 0 16 May 2019
Deep Zero-Shot Learning for Scene Sketch Yao Xie Peng-Tao Xu Zhanyu Ma VLM 17 12 0 11 May 2019
Prediction of Progression to Alzheimer's disease with Deep InfoMax A. Fedorov R. Devon Hjelm A. Abrol Z. Fu Yuhui Du Sergey Plis Vince D. Calhoun MedIm 10 22 0 24 Apr 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning Yizhe Zhu Jianwen Xie Bingchen Liu Ahmed Elgammal VLM 16 86 0 22 Apr 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization Junbao Zhuo Shuhui Wang Shuhao Cui Qingming Huang 22 35 0 18 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 13 63 0 16 Apr 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang F. I. F. Richard Yu Ruth Wang Trevor Darrell Joseph E. Gonzalez 29 104 0 11 Apr 2019
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task Kenta Hama Takashi Matsubara K. Uehara Jianfei Cai BDL UQCV 11 6 0 09 Apr 2019
Leveraging the Invariant Side of Generative Zero-Shot Learning Jingjing Li Mengmeng Jing Ke Lu Zhengming Ding Lei Zhu Zi Huang VLM GAN 6 303 0 08 Apr 2019
Deep Tree Learning for Zero-shot Face Anti-Spoofing Yaojie Liu J. Stehouwer Amin Jourabloo Xiaoming Liu CVBM 8 236 0 05 Apr 2019
Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny Mohamed Elfeki VLM 13 72 0 01 Apr 2019
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Debasmit Das C. S. George Lee VLM 16 29 0 27 Mar 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 16 482 0 25 Mar 2019
Zero Shot Learning with the Isoperimetric Loss Shay Deutsch Andrea L. Bertozzi Stefano Soatto VLM 11 5 0 15 Mar 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 33 143 0 08 Mar 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu Jianwen Xie Zhiqiang Tang Xi Peng Ahmed Elgammal VLM 25 118 0 01 Mar 2019
Zero-shot Learning of 3D Point Cloud Objects A. Cheraghian Shafin Rahman L. Petersson 3DPC 22 56 0 27 Feb 2019
Adaptive Cross-Modal Few-Shot Learning Chen Xing Negar Rostamzadeh Boris N. Oreshkin Pedro H. O. Pinheiro 15 271 0 19 Feb 2019
Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification Colin Samplawski H. Kwon Erik Learned-Miller Benjamin M. Marlin VLM 13 1 0 14 Feb 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 23 29 0 22 Jan 2019
Transductive Zero-Shot Learning with Visual Structure Constraint Ziyu Wan Dongdong Chen Yan-Ran Li Xingguang Yan Junge Zhang Yizhou Yu Jing Liao 12 84 0 06 Jan 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning Y. Atzmon Gal Chechik 24 4 0 24 Dec 2018
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 21 49 0 16 Dec 2018
Polarity Loss for Zero-shot Object Detection Shafin Rahman Salman Khan Nick Barnes ObjD 8 47 0 22 Nov 2018
Bi-Adversarial Auto-Encoder for Zero-Shot Learning Yunlong Yu Zhong Ji Yanwei Pang Jichang Guo Zhongfei Zhang Fei Wu GAN 14 3 0 20 Nov 2018
Generalized Zero-Shot Recognition based on Visually Semantic Embedding Pengkai Zhu Hanxiao Wang Venkatesh Saligrama 6 80 0 19 Nov 2018
Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning Xiaobo Jin Kaizhu Huang Jianyu Miao 14 0 0 19 Nov 2018
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 19 220 0 12 Nov 2018
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 20 64 0 19 Oct 2018