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
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 29 53 0 29 Apr 2020
Generative Adversarial Zero-shot Learning via Knowledge Graphs Yuxia Geng Jiaoyan Chen Zhuo Chen Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM GAN 27 7 0 07 Apr 2020
From Generalized zero-shot learning to long-tail with class descriptors Dvir Samuel Yuval Atzmon Gal Chechik VLM 32 1 0 05 Apr 2020
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 31 126 0 01 Apr 2020
Addressing target shift in zero-shot learning using grouped adversarial learning Saneem A. Chemmengath Soumava Paul Samarth Bharadwaj Suranjana Samanta Karthik Sankaranarayanan VLM 28 0 0 02 Mar 2020
A Zero-Shot based Fingerprint Presentation Attack Detection System Haozhe Liu Wentian Zhang Guojie Liu Feng Liu 31 2 0 12 Feb 2020
On Parameter Tuning in Meta-learning for Computer Vision F. Mohammadi M. Amini H. Arabnia 16 13 0 11 Feb 2020
From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition Fuzhen Li Zhenfeng Zhu Xingxing Zhang Jian Cheng Yao Zhao 49 2 0 10 Feb 2020
GTNet: Generative Transfer Network for Zero-Shot Object Detection Shizhen Zhao Changxin Gao Yuanjie Shao Lerenhan Li Changqian Yu Zhong Ji Nong Sang ViT ObjD 22 54 0 19 Jan 2020
Locality and compositionality in zero-shot learning Tristan Sylvain Linda Petrini R. Devon Hjelm 24 56 0 20 Dec 2019
Transductive Zero-Shot Learning for 3D Point Cloud Classification A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 25 56 0 16 Dec 2019
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning Shibing Xu Zishu Gao Guo-Wang Xie GAN 26 1 0 09 Dec 2019
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
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 22 5 0 24 Oct 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
Convolutional Prototype Learning for Zero-Shot Recognition Zhizhe Liu Xingxing Zhang Zhenfeng Zhu Shuai Zheng Yao Zhao Jian Cheng VLM 17 19 0 22 Oct 2019
Zero-shot Learning via Simultaneous Generating and Learning Hyeonwoo Yu Beomhee Lee VLM GAN 25 54 0 21 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
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language Zhi Chen Jingjing Li Yadan Luo Zi Huang Yang Yang GAN 31 41 0 21 Sep 2019
Alleviating Feature Confusion for Generative Zero-shot Learning Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang GAN 33 62 0 17 Sep 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 68 125 0 13 Sep 2019
SDM-Net: A Simple and Effective Model for Generalized Zero-Shot Learning Shabnam Daghaghi Tharun Medini Anshumali Shrivastava VLM 32 1 0 10 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
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 27 2 0 26 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 24 174 0 16 Aug 2019
Mixed High-Order Attention Network for Person Re-Identification Binghui Chen Weihong Deng Jiani Hu CVBM 24 354 0 16 Aug 2019
Few-Shot Learning with Global Class Representations Tiange Luo Aoxue Li Tao Xiang Weiran Huang Liwei Wang 24 114 0 14 Aug 2019
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space Rafael Felix Ben Harwood Michele Sasdelli G. Carneiro VLM 6 9 0 14 Aug 2019
Domain-Specific Embedding Network for Zero-Shot Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 35 21 0 12 Aug 2019
Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces Rafael Felix Ben Harwood Michele Sasdelli G. Carneiro 11 1 0 06 Aug 2019
OD-GCN: Object Detection Boosted by Knowledge GCN Zheng Liu Zidong Jiang Wei Feng Hui Feng ObjD 20 13 0 06 Aug 2019
Image Captioning with Unseen Objects B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 24 16 0 31 Jul 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 26 55 0 27 Jul 2019
Bayesian Zero-Shot Learning Sarkhan Badirli Zeynep Akata M. M. Dundar BDL VLM 27 6 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 27 9 0 30 Jun 2019
Joint Concept Matching based Learning for Zero-Shot Recognition Wen Tang Ashkan Panahi Hamid Krim VLM 13 1 0 13 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 Kumar Verma Piyush Rai VLM 30 16 0 07 Jun 2019
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning Han-Jia Ye Hexiang Hu De-Chuan Zhan 30 59 0 07 Jun 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 22 317 0 03 Jun 2019
Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling Hao Zhang Bo Chen Long Tian Zhengjue Wang Mingyuan Zhou DRL 32 6 0 18 May 2019
Learning Visually Consistent Label Embeddings for Zero-Shot Learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 29 5 0 16 May 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
Context-Aware Zero-Shot Recognition Ruotian Luo Ning Zhang Bohyung Han L. Yang 17 31 0 19 Apr 2019
Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition Devraj Mandal Sanath Narayan Sai Kumar Dwivedi Vikram Gupta Shuaib Ahmed Fahad Shahbaz Khan Ling Shao OODD 22 141 0 18 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 26 63 0 16 Apr 2019
SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning Zihan Ye Fan Lyu Linyan Li Qiming Fu Jinchang Ren Fuyuan Hu GAN 6 28 0 15 Apr 2019
AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning Jingcai Guo Song Guo 16 19 0 12 Apr 2019