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Synthesized Classifiers for Zero-Shot Learning

2 March 2016

Wei-Lun Chao

Papers citing "Synthesized Classifiers for Zero-Shot Learning"

50 / 310 papers shown

Title
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang Feng Yu Ruth Wang Trevor Darrell Joseph E. Gonzalez 83 105 0 11 Apr 2019
On zero-shot recognition of generic objects T. Hascoet Y. Ariki T. Takiguchi VLM 55 14 0 10 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 42 307 0 08 Apr 2019
Synthesized Policies for Transfer and Adaptation across Tasks and Environments Hexiang Hu Liyu Chen Boqing Gong Fei Sha 48 9 0 05 Apr 2019
Detecting Human-Object Interactions via Functional Generalization Ankan Bansal Sai Saketh Rambhatla Abhinav Shrivastava Rama Chellappa 108 117 0 05 Apr 2019
Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny Mohamed Elfeki VLM 69 73 0 01 Apr 2019
Adaptive Adjustment with Semantic Feature Space for Zero-Shot Recognition Jingcai Guo Song Guo VLM 66 24 0 30 Mar 2019
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Debasmit Das C. S. George Lee VLM 70 30 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 101 491 0 25 Mar 2019
Zero Shot Learning with the Isoperimetric Loss Shay Deutsch Andrea L. Bertozzi Stefano Soatto VLM 34 5 0 15 Mar 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 91 145 0 08 Mar 2019
Transfer feature generating networks with semantic classes structure for zero-shot learning Guangfeng Lin Wanjun Chen Kaiyang Liao Xiao-bing Kang C. Fan 41 6 0 06 Mar 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu Jianwen Xie Zhiqiang Tang Xi Peng Ahmed Elgammal VLM 88 121 0 01 Mar 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 48 1 0 14 Feb 2019
Label Efficient Semi-Supervised Learning via Graph Filtering Qimai Li Xiao-Ming Wu Han Liu Xiaotong Zhang Zhichao Guan 86 168 0 28 Jan 2019
Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM 72 10 0 25 Jan 2019
A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model João C. P. Reis G. Gonçalves 21 1 0 24 Jan 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 81 30 0 22 Jan 2019
Transductive Zero-Shot Learning with Visual Structure Constraint Bo Liu Dongdong Chen Yan-Ran Li Xingguang Yan Junge Zhang Yizhou Yu Jing Liao 135 86 0 06 Jan 2019
Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision Vishal Kaushal Rishabh K. Iyer Suraj Kothawade Rohan Mahadev Khoshrav Doctor Ganesh Ramakrishnan 67 90 0 03 Jan 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning Yuval Atzmon Gal Chechik 68 4 0 24 Dec 2018
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 88 49 0 16 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions Han-Jia Ye Hexiang Hu De-Chuan Zhan Fei Sha 205 670 0 10 Dec 2018
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Edgar Schönfeld Sayna Ebrahimi Samarth Sinha Trevor Darrell Zeynep Akata DRL 132 599 0 05 Dec 2018
Bi-Adversarial Auto-Encoder for Zero-Shot Learning YunLong Yu Zhong Ji Yanwei Pang Jichang Guo Zhongfei Zhang Leilei Gan GAN 46 3 0 20 Nov 2018
Generalized Zero-Shot Recognition based on Visually Semantic Embedding Pengkai Zhu Hanxiao Wang Venkatesh Saligrama 79 81 0 19 Nov 2018
Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning Xiaobo Jin Kaizhu Huang Jianyu Miao 38 0 0 19 Nov 2018
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories Li Niu Ashok Veeraraghavan A. Sabharwal 53 2 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 117 222 0 12 Nov 2018
Model Selection for Generalized Zero-shot Learning Hongguang Zhang Ying Shi GAN 79 22 0 08 Nov 2018
Imagination Based Sample Construction for Zero-Shot Learning Gang Yang Jinlu Liu Xirong Li VLM 29 6 0 29 Oct 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 73 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 65 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 83 48 0 19 Oct 2018
Learning the Compositional Spaces for Generalized Zero-shot Learning Hanze Dong Yanwei Fu Sung Ju Hwang Leonid Sigal Xiangyang Xue 35 2 0 17 Oct 2018
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape Analysis João C. P. Reis G. Gonçalves 54 5 0 16 Oct 2018
From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 51 14 0 26 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 75 72 0 30 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 108 72 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 90 37 0 08 Aug 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 110 353 0 01 Aug 2018
Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 66 118 0 24 Jul 2018
Selective Zero-Shot Classification with Augmented Attributes Mingli Song Chengchao Shen Jie Lei Anxiang Zeng Kairi Ou Dacheng Tao Xiuming Zhang 77 24 0 19 Jul 2018
Few-Shot Adaptation for Multimedia Semantic Indexing Nakamasa Inoue Koichi Shinoda VLM 27 6 0 19 Jul 2018
Global Semantic Consistency for Zero-Shot Learning Fan Wu Kai Tian Jihong Guan Shuigeng Zhou 37 3 0 22 Jun 2018
A Unified Framework for Generalizable Style Transfer: Style and Content Separation Yexun Zhang Ya Zhang Wenbin Cai 64 40 0 13 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 67 23 0 12 Jun 2018
Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning Yuval Atzmon Gal Chechik BDL VLM 84 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 43 1 0 05 Jun 2018
Rethinking Knowledge Graph Propagation for Zero-Shot Learning Michael C. Kampffmeyer Yinbo Chen Xiaodan Liang Hao Wang Yujia Zhang Eric Xing 188 306 0 29 May 2018