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Zero-Shot Learning via Joint Latent Similarity Embedding
14 November 2015
Ziming Zhang
Venkatesh Saligrama
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Papers citing
"Zero-Shot Learning via Joint Latent Similarity Embedding"
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Title
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration
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27 Mar 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval
Anjan Dutta
Zeynep Akata
91
145
0
08 Mar 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
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
Classifier and Exemplar Synthesis for Zero-Shot Learning
Soravit Changpinyo
Wei-Lun Chao
Boqing Gong
Fei Sha
VLM
88
49
0
16 Dec 2018
Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning
Xiaobo Jin
Kaizhu Huang
Jianyu Miao
36
0
0
19 Nov 2018
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories
Li Niu
Ashok Veeraraghavan
A. Sabharwal
51
2
0
19 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
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
60
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
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
101
72
0
14 Aug 2018
Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition
Huajie Jiang
Ruiping Wang
Shiguang Shan
Xilin Chen
VLM
61
118
0
24 Jul 2018
Few-Shot Adaptation for Multimedia Semantic Indexing
Nakamasa Inoue
Koichi Shinoda
VLM
27
6
0
19 Jul 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
Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning
YunLong Yu
Zhong Ji
Yanwei Fu
Jichang Guo
Yanwei Pang
Zhongfei Zhang
VLM
81
27
0
21 May 2018
Zero-Shot Object Detection
Ankan Bansal
Karan Sikka
Gaurav Sharma
Rama Chellappa
Ajay Divakaran
VLM
ObjD
106
361
0
12 Apr 2018
Transductive Unbiased Embedding for Zero-Shot Learning
Mingli Song
Chengchao Shen
Yezhou Yang
Yang Liu
Xiuming Zhang
82
197
0
30 Mar 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs
Xinyu Wang
Yufei Ye
Abhinav Gupta
162
589
0
21 Mar 2018
Zero-Shot Detection
Pengkai Zhu
Hanxiao Wang
Venkatesh Saligrama
VLM
ObjD
98
100
0
19 Mar 2018
Deep Multiple Instance Learning for Zero-shot Image Tagging
Shafin Rahman
Salman Khan
VLM
36
17
0
16 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts
Shafin Rahman
Salman Khan
Fatih Porikli
ObjD
109
151
0
16 Mar 2018
Preserving Semantic Relations for Zero-Shot Learning
Yashas Annadani
Soma Biswas
VLM
59
224
0
08 Mar 2018
Zero-Shot Sketch-Image Hashing
Yuming Shen
Li Liu
Fumin Shen
Ling Shao
75
152
0
06 Mar 2018
Zero-Shot Learning via Latent Space Encoding
YunLong Yu
Zhong Ji
Jichang Guo
Zhongfei Zhang
Zhang
VLM
83
68
0
26 Dec 2017
Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs
Yuting Chen
Joseph Wang
Yannan Bai
Greg Castañón
Venkatesh Saligrama
82
15
0
17 Dec 2017
Zero-shot Learning via Shared-Reconstruction-Graph Pursuit
Bo Zhao
Xinwei Sun
Yuan Yao
Yizhou Wang
39
8
0
20 Nov 2017
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions
Zhiyong Yang
Qianqian Xu
Xiaochun Cao
Qingming Huang
39
6
0
18 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning
Flood Sung
Yongxin Yang
Li Zhang
Tao Xiang
Philip Torr
Timothy M. Hospedales
401
4,063
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
124
147
0
15 Nov 2017
Recent Advances in Zero-shot Recognition
Yanwei Fu
Tao Xiang
Yu-Gang Jiang
Xiangyang Xue
Leonid Sigal
S. Gong
BDL
VLM
79
178
0
13 Oct 2017
Joint Dictionaries for Zero-Shot Learning
Soheil Kolouri
Mohammad Rostami
Y. Owechko
Kyungnam Kim
VLM
63
25
0
12 Sep 2017
Generating Visual Representations for Zero-Shot Classification
Max Bucher
Stéphane Herbin
F. Jurie
VLM
104
152
0
23 Aug 2017
A Simple Exponential Family Framework for Zero-Shot Learning
Vinay Kumar Verma
Piyush Rai
VLM
113
197
0
25 Jul 2017
Visually Aligned Word Embeddings for Improving Zero-shot Learning
Ruizhi Qiao
Lingqiao Liu
Chunhua Shen
Anton Van Den Hengel
79
19
0
18 Jul 2017
Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics
Aoxue Li
Zhiwu Lu
Liwei Wang
Tao Xiang
Xinqi Li
Ji-Rong Wen
VLM
36
35
0
04 Jul 2017
A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning
Shafin Rahman
Salman H. Khan
Fatih Porikli
104
175
0
27 Jun 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective
Jing Zhang
Wanqing Li
P. Ogunbona
Dong Xu
OOD
95
46
0
11 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
150
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
101
57
0
04 May 2017
Semantic Autoencoder for Zero-Shot Learning
Elyor Kodirov
Tao Xiang
S. Gong
VLM
135
827
0
26 Apr 2017
Transductive Zero-Shot Learning with a Self-training dictionary approach
YunLong Yu
Zhong Ji
Xi Li
Jichang Guo
Zhongfei Zhang
Haibin Ling
Leilei Gan
VLM
76
84
0
27 Mar 2017
Learning Robust Visual-Semantic Embeddings
Yao-Hung Hubert Tsai
Liang-Kang Huang
Ruslan Salakhutdinov
SSL
AI4TS
78
166
0
17 Mar 2017
Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths
Yanan Li
Donghui Wang
Huanhang Hu
Yuetan Lin
Yueting Zhuang
83
141
0
15 Mar 2017
Zero-Shot Learning posed as a Missing Data Problem
Bo Zhao
Botong Wu
Tianfu Wu
Yizhou Wang
VLM
91
30
0
02 Dec 2016
Straight to Shapes: Real-time Detection of Encoded Shapes
Saumya Jetley
Michael Sapienza
Stuart Golodetz
Philip Torr
ObjD
138
50
0
23 Nov 2016
Learning Joint Feature Adaptation for Zero-Shot Recognition
Ziming Zhang
Venkatesh Saligrama
91
19
0
23 Nov 2016
Hard-Aware Deeply Cascaded Embedding
Yuhui Yuan
Kuiyuan Yang
Chao Zhang
111
303
0
17 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning
Li Zhang
Tao Xiang
S. Gong
SyDa
VLM
170
705
0
15 Nov 2016
Hard Negative Mining for Metric Learning Based Zero-Shot Classification
Max Bucher
Stéphane Herbin
F. Jurie
65
58
0
26 Aug 2016
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