A Simple Exponential Family Framework for Zero-Shot Learning

25 July 2017

Papers citing "A Simple Exponential Family Framework for Zero-Shot Learning"

42 / 92 papers shown

Title
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning Hantao Yao Shaobo Min Yongdong Zhang Changsheng Xu VLM 22 8 0 31 May 2020
Improving Generalized Zero-Shot Learning by Semantic Discriminator Xinpeng Li VLM 28 1 0 28 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 16 4 0 09 May 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 24 53 0 29 Apr 2020
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 25 126 0 01 Apr 2020
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Sanath Narayan Akshita Gupta Fahad Shahbaz Khan Cees G. M. Snoek Ling Shao VLM 14 219 0 17 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 20 0 0 02 Mar 2020
Domain segmentation and adjustment for generalized zero-shot learning Xinsheng Wang Shanmin Pang Jihua Zhu 25 4 0 01 Feb 2020
Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval Anubha Pandey Ashish Mishra Vinay Kumar Verma Anurag Mittal H. Murthy GAN 19 30 0 18 Jan 2020
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
Hierarchical Prototype Learning for Zero-Shot Recognition Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 22 22 0 24 Oct 2019
Zero-Shot Recognition via Optimal Transport Wenlin Wang Hongteng Xu Guoyin Wang Wenqi Wang Lawrence Carin OT 21 2 0 20 Oct 2019
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos Kranti K. Parida Neeraj Matiyali T. Guha Gaurav Sharma VLM 32 41 0 19 Oct 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 68 125 0 13 Sep 2019
A Meta-Learning Framework for Generalized Zero-Shot Learning Vinay Kumar Verma Dhanajit Brahma Piyush Rai BDL DiffM VLM 41 19 0 10 Sep 2019
Bayesian Zero-Shot Learning Sarkhan Badirli Zeynep Akata M. M. Dundar BDL VLM 19 6 0 22 Jul 2019
Relational Generalized Few-Shot Learning Xiahan Shi Leonard Salewski Martin Schiegg Zeynep Akata Max Welling 14 24 0 22 Jul 2019
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi Wei Wei Zhiming Zheng VLM 33 6 0 18 Jul 2019
Visual Space Optimization for Zero-shot Learning Xinsheng Wang Shanmin Pang Jihua Zhu Zhongyu Li Zhiqiang Tian Yaochen Li VLM 19 9 0 30 Jun 2019
A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation V. Khare Divyat Mahajan Homanga Bharadhwaj Vinay Kumar Verma Piyush Rai VLM 30 16 0 07 Jun 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 17 317 0 03 Jun 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning Yizhe Zhu Jianwen Xie Bingchen Liu Ahmed Elgammal VLM 22 86 0 22 Apr 2019
Generative Model for Zero-Shot Sketch-Based Image Retrieval Vinay Kumar Verma Aakansha Mishra Ashish Mishra Piyush Rai BDL DiffM 20 25 0 18 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 23 63 0 16 Apr 2019
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Debasmit Das C. S. George Lee VLM 21 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 36 483 0 25 Mar 2019
Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM 21 10 0 25 Jan 2019
A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model João C. P. Reis G. Gonçalves 9 1 0 24 Jan 2019
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 21 49 0 16 Dec 2018
Bi-Adversarial Auto-Encoder for Zero-Shot Learning YunLong Yu Zhong Ji Yanwei Pang Jichang Guo Zhongfei Zhang Fei Wu GAN 19 3 0 20 Nov 2018
Generalized Zero-Shot Recognition based on Visually Semantic Embedding Pengkai Zhu Hanxiao Wang Venkatesh Saligrama 19 80 0 19 Nov 2018
Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning Xiaobo Jin Kaizhu Huang Jianyu Miao 16 0 0 19 Nov 2018
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape Analysis João C. P. Reis G. Gonçalves 13 5 0 16 Oct 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
A Zero-Shot Framework for Sketch-based Image Retrieval Sasi Kiran Yelamarthi M. K. Reddy Ashish Mishra Anurag Mittal 24 185 0 31 Jul 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 24 66 0 18 May 2018
A Generative Approach to Zero-Shot and Few-Shot Action Recognition Ashish Mishra Vinay Kumar Verma M. K. Reddy Arulkumar Subramaniam Piyush Rai Anurag Mittal VLM GAN 31 132 0 27 Jan 2018
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 36 449 0 11 Dec 2017
Zero-Shot Learning via Class-Conditioned Deep Generative Models Wenlin Wang Yunchen Pu Vinay Kumar Verma Kai Fan Yizhe Zhang Changyou Chen Piyush Rai Lawrence Carin BDL VLM 21 146 0 15 Nov 2017
A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders Ashish Mishra M. K. Reddy Anurag Mittal H. Murthy GAN VLM DRL 32 298 0 03 Sep 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