-
3
-
-
84959243017
-
Evaluation of output embeddings for fine-grained image classification
-
Z. Akata, S. Reed, D. Walter, H. Lee, and B. Schiele. Evaluation of output embeddings for fine-grained image classification. In CVPR, 2015.
-
(2015)
CVPR
-
-
Akata, Z.1
Reed, S.2
Walter, D.3
Lee, H.4
Schiele, B.5
-
4
-
-
84906908966
-
Learning semantic attributes via a common latent space
-
Z. Al-Halah, T. Gehrig, and R. Stiefelhagen. Learning semantic attributes via a common latent space. In VISAPP, 2014.
-
(2014)
VISAPP
-
-
Al-Halah, Z.1
Gehrig, T.2
Stiefelhagen, R.3
-
5
-
-
84925431011
-
How to transfer? Zero-shot object recognition via hierarchical transfer of semantic attributes
-
Z. Al-Halah and R. Stiefelhagen. How to transfer? zero-shot object recognition via hierarchical transfer of semantic attributes. In WACV, 2015.
-
(2015)
WACV
-
-
Al-Halah, Z.1
Stiefelhagen, R.2
-
6
-
-
79959532395
-
Graph regularized nonnegative matrix factorization for data representation. Pattern analysis and machine intelligence
-
D. Cai, X. He, J. Han, and T. S. Huang. Graph regularized nonnegative matrix factorization for data representation. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 33(8):1548-1560, 2011.
-
(2011)
IEEE Transactions on
, vol.33
, Issue.8
, pp. 1548-1560
-
-
Cai, D.1
He, X.2
Han, J.3
Huang, T.S.4
-
10
-
-
85020170733
-
Write a classifier: Zero-shot learning using purely textual descriptions
-
M. Elhoseiny, B. Saleh, and A. Elgammal. Write a classifier: Zero-shot learning using purely textual descriptions. In CVPR, 2013.
-
(2013)
CVPR
-
-
Elhoseiny, M.1
Saleh, B.2
Elgammal, A.3
-
12
-
-
84906482165
-
Transductive multi-view embedding for zero-shot recognition and annotation
-
Y. Fu, T. M. Hospedales, T. Xiang, Z. Fu, and S. Gong. Transductive multi-view embedding for zero-shot recognition and annotation. In ECCV. 2014.
-
(2014)
ECCV
-
-
Fu, Y.1
Hospedales, T.M.2
Xiang, T.3
Fu, Z.4
Gong, S.5
-
13
-
-
84941001216
-
Transductive multi-view zero-shot learning. Pattern analysis and machine intelligence
-
Y. Fu, T. M. Hospedales, T. Xiang, and S. Gong. Transductive multi-view zero-shot learning. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 37(11):2332-2345, 2015.
-
(2015)
IEEE Transactions on
, vol.37
, Issue.11
, pp. 2332-2345
-
-
Fu, Y.1
Hospedales, T.M.2
Xiang, T.3
Gong, S.4
-
14
-
-
84940993365
-
Zero-shot object recognition by semantic manifold distance
-
Z. Fu, T. Xiang, E. Kodirov, and S. Gong. Zero-shot object recognition by semantic manifold distance. In CVPR, 2015.
-
(2015)
CVPR
-
-
Fu, Z.1
Xiang, T.2
Kodirov, E.3
Gong, S.4
-
15
-
-
84990038696
-
Concepts not alone: Exploring pairwise relationships for zero-shot video activity recognition
-
C. Gan, M. Lin, Y. Yang, G. de Melo, and A. G. Hauptmann. Concepts not alone: Exploring pairwise relationships for zero-shot video activity recognition. In AAAI, 2016.
-
(2016)
AAAI
-
-
Gan, C.1
Lin, M.2
Yang, Y.3
De Melo, G.4
Hauptmann, A.G.5
-
16
-
-
80052874105
-
Iterative quantization: A pro-crustean approach to learning binary codes
-
Y. Gong and S. Lazebnik. Iterative quantization: A pro-crustean approach to learning binary codes. In CVPR, 2011.
-
(2011)
CVPR
-
-
Gong, Y.1
Lazebnik, S.2
-
18
-
-
84937954530
-
Zero-shot recognition with unreliable attributes
-
D. Jayaraman and K. Grauman. Zero-shot recognition with unreliable attributes. In NIPS, 2014.
-
(2014)
NIPS
-
-
Jayaraman, D.1
Grauman, K.2
-
19
-
-
84911379042
-
Decorrelating semantic visual attributes by resisting the urge to share
-
D. Jayaraman, F. Sha, and K. Grauman. Decorrelating semantic visual attributes by resisting the urge to share. In CVPR, 2014.
-
(2014)
CVPR
-
-
Jayaraman, D.1
Sha, F.2
Grauman, K.3
-
20
-
-
77956004473
-
Aggregating local descriptors into a compact image representation
-
H. Jégou, M. Douze, C. Schmid, and P. Pérez. Aggregating local descriptors into a compact image representation. In CVPR, 2010.
-
(2010)
CVPR
-
-
Jégou, H.1
Douze, M.2
Schmid, C.3
Pérez, P.4
-
21
-
-
84973901436
-
Unsupervised domain adaptation for zero-shot learning
-
E. Kodirov, T. Xiang, Z. Fu, and S. Gong. Unsupervised domain adaptation for zero-shot learning. In ICCV, 2015.
-
(2015)
ICCV
-
-
Kodirov, E.1
Xiang, T.2
Fu, Z.3
Gong, S.4
-
22
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
A. Krizhevsky, I. Sutskever, and G. E. Hinton. Imagenet classification with deep convolutional neural networks. In NIPS, 2012.
-
(2012)
NIPS
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
23
-
-
70450172710
-
Learning to detect unseen object classes by between-class attribute transfer
-
C. H. Lampert, H. Nickisch, and S. Harmeling. Learning to detect unseen object classes by between-class attribute transfer. In CVPR, 2009.
-
(2009)
CVPR
-
-
Lampert, C.H.1
Nickisch, H.2
Harmeling, S.3
-
24
-
-
84894522762
-
Attribute-based classification for zero-shot visual object categorization. Pattern analysis and machine intelligence
-
C. H. Lampert, H. Nickisch, and S. Harmeling. Attribute-based classification for zero-shot visual object categorization. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 36(3):453-465, 2014.
-
(2014)
IEEE Transactions on
, vol.36
, Issue.3
, pp. 453-465
-
-
Lampert, C.H.1
Nickisch, H.2
Harmeling, S.3
-
26
-
-
84973882857
-
Predicting deep zero-shot convolutional neural networks using textual descriptions
-
J. Lei Ba, K. Swersky, S. Fidler, et al. Predicting deep zero-shot convolutional neural networks using textual descriptions. In ICCV, 2015.
-
(2015)
ICCV
-
-
Lei Ba, J.1
Swersky, K.2
Fidler, S.3
-
27
-
-
84986251432
-
Max-margin zero-shot learning for multi-class classification
-
X. Li and Y. Guo. Max-margin zero-shot learning for multi-class classification. In AISTATS, 2015.
-
(2015)
AISTATS
-
-
Li, X.1
Guo, Y.2
-
28
-
-
84973861058
-
Semi-supervised zero-shot classification with label representation learning
-
X. Li, Y. Guo, and D. Schuurmans. Semi-supervised zero-shot classification with label representation learning. In ICCV, 2015.
-
(2015)
ICCV
-
-
Li, X.1
Guo, Y.2
Schuurmans, D.3
-
29
-
-
84973889947
-
A unified multiplicative framework for attribute learning
-
K. Liang, H. Chang, S. Shan, and X. Chen. A unified multiplicative framework for attribute learning. In ICCV, 2015.
-
(2015)
ICCV
-
-
Liang, K.1
Chang, H.2
Shan, S.3
Chen, X.4
-
30
-
-
85027713372
-
Attribute embedding with visual-semantic ambiguity removal for zero-shot learning
-
Y. Long, L. Liu, and L. Shao. Attribute embedding with visual-semantic ambiguity removal for zero-shot learning. In BMVC, 2016.
-
(2016)
BMVC
-
-
Long, Y.1
Liu, L.2
Shao, L.3
-
31
-
-
85020195882
-
Towards fine-grained open zero-shot learning: Inferring unseen visual features from attributes
-
Y. Long, L. Liu, and L. Shao. Towards fine-grained open zero-shot learning: Inferring unseen visual features from attributes. In WACV, 2017.
-
(2017)
WACV
-
-
Long, Y.1
Liu, L.2
Shao, L.3
-
32
-
-
85020194126
-
Describing unseen classes by exemplars: Zero-shot learning using grouped simile ensemble
-
Y. Long and L. Shao. Describing unseen classes by exemplars: Zero-shot learning using grouped simile ensemble. In WACV, 2017.
-
(2017)
WACV
-
-
Long, Y.1
Shao, L.2
-
33
-
-
84911410734
-
Costa: Co-occurrence statistics for zero-shot classification
-
T. Mensink, E. Gavves, and C. Snoek. Costa: Co-occurrence statistics for zero-shot classification. In CVPR, 2014.
-
(2014)
CVPR
-
-
Mensink, T.1
Gavves, E.2
Snoek, C.3
-
34
-
-
84883488616
-
Metric learning for large scale image classification: Generalizing to new classes at near-zero cost
-
T. Mensink, J. Verbeek, F. Perronnin, and G. Csurka. Metric learning for large scale image classification: Generalizing to new classes at near-zero cost. In ECCV. 2012.
-
(2012)
ECCV
-
-
Mensink, T.1
Verbeek, J.2
Perronnin, F.3
Csurka, G.4
-
37
-
-
84900870389
-
The sun attribute database: Beyond categories for deeper scene understanding
-
G. Patterson, C. Xu, H. Su, and J. Hays. The sun attribute database: Beyond categories for deeper scene understanding. International Journal of Computer Vision, 108(1-2):59-81, 2014.
-
(2014)
International Journal of Computer Vision
, vol.108
, Issue.1-2
, pp. 59-81
-
-
Patterson, G.1
Xu, C.2
Su, H.3
Hays, J.4
-
38
-
-
85040705457
-
Zero-shot action recognition with error-correcting output codes
-
J. Qin, L. Liu, L. Shao, F. Shen, B. Ni, J. Chen, and Y. Wang. Zero-shot action recognition with error-correcting output codes. In CVPR, 2017.
-
(2017)
CVPR
-
-
Qin, J.1
Liu, L.2
Shao, L.3
Shen, F.4
Ni, B.5
Chen, J.6
Wang, Y.7
-
39
-
-
85027028866
-
Beyond semantic attributes: Discrete latent attributes learning for zero-shot recognition
-
J. Qin, Y. Wang, L. Liu, J. Chen, and L. Shao. Beyond semantic attributes: Discrete latent attributes learning for zero-shot recognition. IEEE Signal Processing Letters (SPL), 2016.
-
(2016)
IEEE Signal Processing Letters (SPL)
-
-
Qin, J.1
Wang, Y.2
Liu, L.3
Chen, J.4
Shao, L.5
-
40
-
-
84899001511
-
Transfer learning in a transductive setting
-
M. Rohrbach, S. Ebert, and B. Schiele. Transfer learning in a transductive setting. In NIPS, 2013.
-
(2013)
NIPS
-
-
Rohrbach, M.1
Ebert, S.2
Schiele, B.3
-
41
-
-
80052892795
-
Evaluating knowledge transfer and zero-shot learning in a large-scale setting
-
M. Rohrbach, M. Stark, and B. Schiele. Evaluating knowledge transfer and zero-shot learning in a large-scale setting. In CVPR, 2011.
-
(2011)
CVPR
-
-
Rohrbach, M.1
Stark, M.2
Schiele, B.3
-
42
-
-
77955989949
-
What helps where-and why? Semantic relatedness for knowledge transfer
-
M. Rohrbach, M. Stark, G. Szarvas, I. Gurevych, and B. Schiele. What helps where-and why? semantic relatedness for knowledge transfer. In CVPR, 2010.
-
(2010)
CVPR
-
-
Rohrbach, M.1
Stark, M.2
Szarvas, G.3
Gurevych, I.4
Schiele, B.5
-
43
-
-
84969931523
-
An embarrassingly simple approach to zero-shot learning
-
B. Romera-Paredes and P. Torr. An embarrassingly simple approach to zero-shot learning. In ICML, 2015.
-
(2015)
ICML
-
-
Romera-Paredes, B.1
Torr, P.2
-
46
-
-
84878084353
-
The caltech-ucsd birds-200-2011 dataset
-
California Institute of Technology
-
C. Wah, S. Branson, P. Welinder, P. Perona, and S. Be-longie. The caltech-ucsd birds-200-2011 dataset. Technical Report CNS-TR-2011-001, California Institute of Technology, 2011.
-
(2011)
Technical Report CNS-TR-2011-001
-
-
Wah, C.1
Branson, S.2
Welinder, P.3
Perona, P.4
Be-Longie, S.5
-
47
-
-
84879905842
-
A feasible method for optimization with orthogonality constraints
-
Z. Wen and W. Yin. A feasible method for optimization with orthogonality constraints. Mathematical Programming, 142(1-2):397-434, 2013.
-
(2013)
Mathematical Programming
, vol.142
, Issue.1-2
, pp. 397-434
-
-
Wen, Z.1
Yin, W.2
-
49
-
-
84986243127
-
Latent embeddings for zero-shot classification
-
Y. Xian, Z. Akata, G. Sharma, Q. Nguyen, M. Hein, and B. Schiele. Latent embeddings for zero-shot classification. In CVPR, 2016.
-
(2016)
CVPR
-
-
Xian, Y.1
Akata, Z.2
Sharma, G.3
Nguyen, Q.4
Hein, M.5
Schiele, B.6
-
50
-
-
85038255436
-
Matrix tri-factorization with manifold regularizations for zero-shot learning
-
X. Xu, F. Shen, Y. Yang, D. Zhang, T. Shen, and J. Song. Matrix tri-factorization with manifold regularizations for zero-shot learning. In CVPR, 2017.
-
(2017)
CVPR
-
-
Xu, X.1
Shen, F.2
Yang, Y.3
Zhang, D.4
Shen, T.5
Song, J.6
-
51
-
-
85083954228
-
A unified perspective on multi-domain and multi-task learning
-
Y. Yang and T. M. Hospedales. A unified perspective on multi-domain and multi-task learning. ICLR, 2015.
-
(2015)
ICLR
-
-
Yang, Y.1
Hospedales, T.M.2
-
52
-
-
84887368641
-
Designing category-level attributes for discriminative visual recognition
-
F. Yu, L. Cao, R. Feris, J. Smith, and S.-F. Chang. Designing category-level attributes for discriminative visual recognition. In CVPR, 2013.
-
(2013)
CVPR
-
-
Yu, F.1
Cao, L.2
Feris, R.3
Smith, J.4
Chang, S.-F.5
-
53
-
-
84855413670
-
Attribute-based transfer learning for object categorization with zero/one training example
-
X. Yu and Y. Aloimonos. Attribute-based transfer learning for object categorization with zero/one training example. In ECCV. 2010.
-
(2010)
ECCV
-
-
Yu, X.1
Aloimonos, Y.2
-
54
-
-
84973910934
-
Zero-shot learning via semantic similarity embedding
-
Z. Zhang and V. Saligrama. Zero-shot learning via semantic similarity embedding. In ICCV, 2015.
-
(2015)
ICCV
-
-
Zhang, Z.1
Saligrama, V.2
-
55
-
-
84986292720
-
Zero-shot learning via joint latent similarity embedding
-
Z. Zhang and V. Saligrama. Zero-shot learning via joint latent similarity embedding. In CVPR, 2016.
-
(2016)
CVPR
-
-
Zhang, Z.1
Saligrama, V.2
-
56
-
-
85031924576
-
Zero-shot recognition via structured prediction
-
Z. Zhang and V. Saligrama. Zero-shot recognition via structured prediction. In ECCV, 2016.
-
(2016)
ECCV
-
-
Zhang, Z.1
Saligrama, V.2
|