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
Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks Vishal Kaushal Anurag Sahoo Khoshrav Doctor Narasimha Raju Uppalapati Suyash Shetty Pankaj Singh Rishabh K. Iyer Ganesh Ramakrishnan VLM 15 10 0 28 May 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 23 47 0 26 Apr 2018
Deep Triplet Ranking Networks for One-Shot Recognition Meng Ye Yuhong Guo 11 36 0 19 Apr 2018
Complementary Attributes: A New Clue to Zero-Shot Learning Xiaofeng Xu Ivor W. Tsang Chuancai Liu VLM 17 16 0 17 Apr 2018
Zero-Shot Object Detection Ankan Bansal Karan Sikka Gaurav Sharma Rama Chellappa Ajay Divakaran VLM ObjD 46 359 0 12 Apr 2018
A Large-scale Attribute Dataset for Zero-shot Learning Bo Zhao Yanwei Fu Rui Liang Jiahong Wu Yonggang Wang Yizhou Wang 19 48 0 12 Apr 2018
Hierarchical Novelty Detection for Visual Object Recognition Kibok Lee Kimin Lee Kyle Min Y. Zhang Jinwoo Shin Honglak Lee BDL 52 67 0 02 Apr 2018
Transductive Unbiased Embedding for Zero-Shot Learning Mingli Song Chengchao Shen Yezhou Yang Yang Liu Xiuming Zhang 32 197 0 30 Mar 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 20 585 0 21 Mar 2018
Discriminative Learning of Latent Features for Zero-Shot Recognition Yan-Ran Li Junge Zhang Jian-guo Zhang Kaiqi Huang VLM 8 94 0 18 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
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 50 1,306 0 12 Mar 2018
Preserving Semantic Relations for Zero-Shot Learning Yashas Annadani Soma Biswas VLM 18 224 0 08 Mar 2018
Zero-Shot Sketch-Image Hashing Yuming Shen Li Liu Fumin Shen Ling Shao 26 151 0 06 Mar 2018
Weakly supervised collective feature learning from curated media Yusuke Mukuta Akisato Kimura David B. Adrian Zoubin Ghahramani 11 0 0 13 Feb 2018
Zero-Shot Kernel Learning Hongguang Zhang Piotr Koniusz VLM 18 110 0 05 Feb 2018
Zero-Shot Learning via Latent Space Encoding YunLong Yu Zhong Ji Jichang Guo Zhongfei Zhang Zhang VLM 24 68 0 26 Dec 2017
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 36 449 0 11 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 33 286 0 05 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 32 923 0 04 Dec 2017
Structure propagation for zero-shot learning Guangfeng Lin Yajun Chen Fan Zhao VLM 19 4 0 27 Nov 2017
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Chung-Wei Lee Wei Fang Chih-Kuan Yeh Y. Wang VLM 37 280 0 17 Nov 2017
Separating Style and Content for Generalized Style Transfer Yexun Zhang Ya Zhang Wenbin Cai Jie Chang 39 174 0 17 Nov 2017
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping Li Niu Jianfei Cai Ashok Veeraraghavan VLM 33 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 98 4,019 0 16 Nov 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 29 146 0 15 Nov 2017
Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data Kun Liu Wu Liu Huadong Ma Wenbing Huang Xiongxiong Dong 36 40 0 20 Oct 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 21 175 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
Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision Mohamed Elhoseiny Yizhe Zhu Han Zhang Ahmed Elgammal VLM 38 132 0 04 Sep 2017
A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders Ashish Mishra M. K. Reddy Anurag Mittal H. Murthy GAN VLM DRL 42 298 0 03 Sep 2017
Generating Visual Representations for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 31 152 0 23 Aug 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 45 1,546 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 41 173 0 27 Jun 2017
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network Xiao Yang Ersin Yumer P. Asente Mike Kraley Daniel Kifer C. Lee Giles 9 229 0 07 Jun 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric Xing CML 37 82 0 29 May 2017
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis Yang Long Li Liu Ling Shao Fumin Shen Guiguang Ding Jiawei Han 16 154 0 04 May 2017
Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 29 57 0 04 May 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 34 819 0 26 Apr 2017
Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories Ziad Al-Halah Rainer Stiefelhagen VLM BDL 14 29 0 12 Apr 2017
Semantically Consistent Regularization for Zero-Shot Recognition Pedro Morgado Nuno Vasconcelos 19 137 0 10 Apr 2017
Transductive Zero-Shot Learning with Adaptive Structural Embedding YunLong Yu Zhong Ji Jichang Guo Yanwei Pang 19 42 0 27 Mar 2017
Transductive Zero-Shot Learning with a Self-training dictionary approach YunLong Yu Zhong Ji Xi Li Jichang Guo Zhongfei Zhang Haibin Ling Fei Wu VLM 30 84 0 27 Mar 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 27 166 0 17 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 60 8,012 0 15 Mar 2017