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Predicting Deep Zero-Shot Convolutional Neural Networks using Textual
  Descriptions
v1v2 (latest)

Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions

IEEE International Conference on Computer Vision (ICCV), 2015
1 June 2015
Jimmy Ba
Kevin Swersky
Sanja Fidler
Ruslan Salakhutdinov
    VLM
ArXiv (abs)PDFHTML

Papers citing "Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions"

50 / 196 papers shown
Context-Aware Zero-Shot Learning for Object Recognition
Context-Aware Zero-Shot Learning for Object Recognition
Éloi Zablocki
Patrick Bordes
Benjamin Piwowarski
Laure Soulier
Patrick Gallinari
VLM
218
30
0
24 Apr 2019
Context-Aware Zero-Shot Recognition
Context-Aware Zero-Shot Recognition
Ruotian Luo
Ning Zhang
Bohyung Han
L. Yang
158
32
0
19 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning
Semantically Aligned Bias Reducing Zero Shot Learning
Akanksha Paul
N. C. Krishnan
Prateek Munjal
VLM
138
71
0
16 Apr 2019
AMS-SFE: Towards an Alignment of Manifold Structures via Semantic
  Feature Expansion for Zero-shot Learning
AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning
Jingcai Guo
Song Guo
221
19
0
12 Apr 2019
Leveraging the Invariant Side of Generative Zero-Shot Learning
Leveraging the Invariant Side of Generative Zero-Shot Learning
Jingjing Li
Mengmeng Jing
Ke Lu
Zhengming Ding
Lei Zhu
Zi Huang
VLMGAN
129
329
0
08 Apr 2019
Creativity Inspired Zero-Shot Learning
Creativity Inspired Zero-Shot Learning
Mohamed Elhoseiny
Mohamed Elfeki
VLM
429
74
0
01 Apr 2019
Adaptive Adjustment with Semantic Feature Space for Zero-Shot
  Recognition
Adaptive Adjustment with Semantic Feature Space for Zero-Shot Recognition
Jingcai Guo
Song Guo
VLM
210
24
0
30 Mar 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
Yongqin Xian
Saurabh Sharma
Bernt Schiele
Zeynep Akata
GANVLM
181
547
0
25 Mar 2019
Transductive Zero-Shot Learning with Visual Structure Constraint
Transductive Zero-Shot Learning with Visual Structure Constraint
Bo Liu
Dongdong Chen
Yan-Ran Li
Xingguang Yan
Junge Zhang
Yizhou Yu
Jing Liao
335
99
0
06 Jan 2019
Classifier and Exemplar Synthesis for Zero-Shot Learning
Classifier and Exemplar Synthesis for Zero-Shot Learning
Soravit Changpinyo
Wei-Lun Chao
Boqing Gong
Fei Sha
VLM
165
50
0
16 Dec 2018
Zero-Shot Learning with Sparse Attribute Propagation
Zero-Shot Learning with Sparse Attribute Propagation
Nanyi Fei
Jiechao Guan
Zhiwu Lu
Tao Xiang
Ji-Rong Wen
VLM
165
0
0
11 Dec 2018
Scalable Logo Recognition using Proxies
Scalable Logo Recognition using ProxiesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2018
István Fehérvári
Srikar Appalaraju
142
44
0
19 Nov 2018
Zero and Few Shot Learning with Semantic Feature Synthesis and
  Competitive Learning
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
134
68
0
19 Oct 2018
Transferrable Feature and Projection Learning with Class Hierarchy for
  Zero-Shot Learning
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
119
21
0
19 Oct 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition
Domain-Invariant Projection Learning for Zero-Shot Recognition
An Zhao
Mingyu Ding
Jiechao Guan
Zhiwu Lu
Tao Xiang
Ji-Rong Wen
VLM
177
49
0
19 Oct 2018
Learning to Interpret Satellite Images Using Wikipedia
Learning to Interpret Satellite Images Using Wikipedia
Evan Sheehan
Burak Uzkent
Chenlin Meng
Zhongyi Tang
Marshall Burke
David B. Lobell
Stefano Ermon
131
38
0
19 Sep 2018
Towards Effective Deep Embedding for Zero-Shot Learning
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
187
76
0
30 Aug 2018
Small Sample Learning in Big Data Era
Small Sample Learning in Big Data Era
Jun Shu
Zongben Xu
Deyu Meng
355
77
0
14 Aug 2018
Choose Your Neuron: Incorporating Domain Knowledge through
  Neuron-Importance
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance
Ramprasaath R. Selvaraju
Prithvijit Chattopadhyay
Mohamed Elhoseiny
Tilak Sharma
Dhruv Batra
Devi Parikh
Stefan Lee
168
37
0
08 Aug 2018
Revisiting Cross Modal Retrieval
Revisiting Cross Modal Retrieval
Shah Nawaz
Muhammad Kamran Janjua
Alessandro Calefati
I. Gallo
131
6
0
19 Jul 2018
Delta-encoder: an effective sample synthesis method for few-shot object
  recognition
Delta-encoder: an effective sample synthesis method for few-shot object recognition
Eli Schwartz
Leonid Karlinsky
J. Shtok
Sivan Harary
Mattias Marder
Rogerio Feris
Abhishek Kumar
Raja Giryes
A. Bronstein
572
382
0
12 Jun 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation
  Simultaneously in Few-shot and Zero-shot Learning
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
148
23
0
12 Jun 2018
Progressive Ensemble Networks for Zero-Shot Recognition
Progressive Ensemble Networks for Zero-Shot Recognition
Meng Ye
Yuhong Guo
VLM
257
68
0
18 May 2018
Zero-Shot Object Detection by Hybrid Region Embedding
Zero-Shot Object Detection by Hybrid Region Embedding
B. Demirel
R. G. Cinbis
Nazli Ikizler-Cinbis
ObjD
225
103
0
16 May 2018
Large-Scale Visual Relationship Understanding
Large-Scale Visual Relationship Understanding
Ji Zhang
Yannis Kalantidis
Marcus Rohrbach
Manohar Paluri
Ahmed Elgammal
Mohamed Elhoseiny
390
173
0
27 Apr 2018
Memory Matching Networks for One-Shot Image Recognition
Memory Matching Networks for One-Shot Image Recognition
Qi Cai
Yingwei Pan
Ting Yao
C. Yan
Tao Mei
VLM
228
285
0
23 Apr 2018
Deep Triplet Ranking Networks for One-Shot Recognition
Deep Triplet Ranking Networks for One-Shot Recognition
Meng Ye
Yuhong Guo
119
36
0
19 Apr 2018
Multi-level Semantic Feature Augmentation for One-shot Learning
Multi-level Semantic Feature Augmentation for One-shot Learning
Z. Chen
Yanwei Fu
Yinda Zhang
Yu-Gang Jiang
Xiangyang Xue
Leonid Sigal
345
265
0
15 Apr 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs
Xinyu Wang
Yufei Ye
Abhinav Gupta
310
624
0
21 Mar 2018
Zero-Shot Detection
Zero-Shot Detection
Pengkai Zhu
Hanxiao Wang
Venkatesh Saligrama
VLMObjD
264
107
0
19 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and
  Localize Novel Concepts
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel ConceptsAsian Conference on Computer Vision (ACCV), 2018
Shafin Rahman
Salman Khan
Fatih Porikli
ObjD
217
163
0
16 Mar 2018
Preserving Semantic Relations for Zero-Shot Learning
Preserving Semantic Relations for Zero-Shot Learning
Yashas Annadani
Soma Biswas
VLM
138
241
0
08 Mar 2018
Combinets: Creativity via Recombination of Neural Networks
Combinets: Creativity via Recombination of Neural Networks
Matthew J. Guzdial
Mark O. Riedl
217
10
0
10 Feb 2018
Neural Algebra of Classifiers
Neural Algebra of Classifiers
Rodrigo Santa Cruz
Basura Fernando
A. Cherian
Stephen Gould
CoGeOCL
141
14
0
26 Jan 2018
Rapid Adaptation with Conditionally Shifted Neurons
Rapid Adaptation with Conditionally Shifted Neurons
Tsendsuren Munkhdalai
Xingdi Yuan
Soroush Mehri
Adam Trischler
201
13
0
28 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial
  Embedding Networks
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks
Long Chen
Hanwang Zhang
Jun Xiao
Wen Liu
Shih-Fu Chang
319
308
0
05 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy
  Texts
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
Yizhe Zhu
Mohamed Elhoseiny
Bingchen Liu
Xi Peng
Ahmed Elgammal
VLMGAN
278
398
0
04 Dec 2017
Discriminative Learning of Open-Vocabulary Object Retrieval and
  Localization by Negative Phrase Augmentation
Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation
Ryota Hinami
Shiníchi Satoh
ObjD
123
24
0
27 Nov 2017
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs
Chung-Wei Lee
Wei Fang
Chih-Kuan Yeh
Y. Wang
VLM
320
300
0
17 Nov 2017
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping
Li Niu
Jianfei Cai
Ashok Veeraraghavan
VLM
140
5
0
16 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning
Learning to Compare: Relation Network for Few-Shot Learning
Flood Sung
Yongxin Yang
Li Zhang
Tao Xiang
Juil Sock
Timothy M. Hospedales
1.4K
4,478
0
16 Nov 2017
Recent Advances in Zero-shot Recognition
Recent Advances in Zero-shot Recognition
Yanwei Fu
Tao Xiang
Yu-Gang Jiang
Xiangyang Xue
Leonid Sigal
S. Gong
BDLVLM
190
184
0
13 Oct 2017
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking
  Embedding
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding
Qian Wang
Ke Chen
BDL
213
7
0
15 Sep 2017
Joint Dictionaries for Zero-Shot Learning
Joint Dictionaries for Zero-Shot Learning
Soheil Kolouri
Mohammad Rostami
Y. Owechko
Kyungnam Kim
VLM
152
25
0
12 Sep 2017
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs
Daniel Oñoro-Rubio
Mathias Niepert
Alberto García-Durán
Roberto Gonzalez
Roberto J. López-Sastre
445
15
0
07 Sep 2017
An inner-loop free solution to inverse problems using deep neural
  networks
An inner-loop free solution to inverse problems using deep neural networks
Qinglai Wei
Kai Fan
Lawrence Carin
Katherine A. Heller
183
21
0
06 Sep 2017
Predicting Visual Features from Text for Image and Video Caption
  Retrieval
Predicting Visual Features from Text for Image and Video Caption Retrieval
Jianfeng Dong
Xirong Li
Cees G. M. Snoek
236
238
0
05 Sep 2017
Link the head to the "beak": Zero Shot Learning from Noisy Text
  Description at Part Precision
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
251
143
0
04 Sep 2017
Mining Deep And-Or Object Structures via Cost-Sensitive
  Question-Answer-Based Active Annotations
Mining Deep And-Or Object Structures via Cost-Sensitive Question-Answer-Based Active Annotations
Quanshi Zhang
Ying Nian Wu
Hao Zhang
Song-Chun Zhu
248
5
0
13 Aug 2017
Flower Categorization using Deep Convolutional Neural Networks
Flower Categorization using Deep Convolutional Neural Networks
Ayesha Gurnani
Viraj Mavani
Vandit Gajjar
Yash Khandhediya
80
24
0
12 Aug 2017
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