-
1
-
-
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, pages 2927-2936, 2015.
-
(2015)
CVPR
, pp. 2927-2936
-
-
Akata, Z.1
Reed, S.2
Walter, D.3
Lee, H.4
Schiele, B.5
-
2
-
-
84976855597
-
Solution of the matrix equation ax+ xb= c [f4]
-
R. H. Bartels and G. Stewart. Solution of the matrix equation ax+ xb= c [f4]. Communications of the ACM, 15(9):820-826, 1972.
-
(1972)
Communications of The ACM
, vol.15
, Issue.9
, pp. 820-826
-
-
Bartels, R.H.1
Stewart, G.2
-
3
-
-
84990040797
-
Improving semantic embedding consistency by metric learning for zero-shot classif-fication
-
In Springer
-
M. Bucher, S. Herbin, and F. Jurie. Improving semantic embedding consistency by metric learning for zero-shot classif-fication. In ECCV, pages 730-746. Springer, 2016.
-
(2016)
ECCV
, pp. 730-746
-
-
Bucher, M.1
Herbin, S.2
Jurie, F.3
-
4
-
-
84986274021
-
Synthesized classifiers for zero-shot learning
-
In June
-
S. Changpinyo, W.-L. Chao, B. Gong, and F. Sha. Synthesized classifiers for zero-shot learning. In CVPR, pages 5327-5336, June 2016.
-
(2016)
CVPR
, pp. 5327-5336
-
-
Changpinyo, S.1
Chao, W.-L.2
Gong, B.3
Sha, F.4
-
5
-
-
84936950639
-
Low-rank common subspace for multi-view learning
-
In IEEE
-
Z. Ding and Y. Fu. Low-rank common subspace for multi-view learning. In ICDM, pages 110-119. IEEE, 2014.
-
(2014)
ICDM
, pp. 110-119
-
-
Ding, Z.1
Fu, Y.2
-
6
-
-
84913542498
-
Latent low-rank transfer subspace learning for missing modality recognition
-
Z. Ding, M. Shao, and Y. Fu. Latent low-rank transfer subspace learning for missing modality recognition. In AAAI, 2014.
-
(2014)
AAAI
-
-
Ding, Z.1
Shao, M.2
Fu, Y.3
-
7
-
-
84990026464
-
Deep robust encoder through locality preserving low-rank dictionary
-
In Springer
-
Z. Ding, M. Shao, and Y. Fu. Deep robust encoder through locality preserving low-rank dictionary. In ECCV, pages 567-582. Springer, 2016.
-
(2016)
ECCV
, pp. 567-582
-
-
Ding, Z.1
Shao, M.2
Fu, Y.3
-
8
-
-
70450207704
-
Describing objects by their attributes
-
In IEEE
-
A. Farhadi, I. Endres, D. Hoiem, and D. Forsyth. Describing objects by their attributes. In CVPR, pages 1778-1785. IEEE, 2009.
-
(2009)
CVPR
, pp. 1778-1785
-
-
Farhadi, A.1
Endres, I.2
Hoiem, D.3
Forsyth, D.4
-
9
-
-
84941001216
-
Trans-ductive multi-view zero-shot learning
-
Y. Fu, T. M. Hospedales, T. Xiang, and S. Gong. Trans-ductive multi-view zero-shot learning. IEEE TPAMI, 37(11):2332-2345, 2015.
-
(2015)
IEEE TPAMI
, vol.37
, Issue.11
, pp. 2332-2345
-
-
Fu, Y.1
Hospedales, T.M.2
Xiang, T.3
Gong, S.4
-
10
-
-
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, pages 2635-2644, 2015.
-
(2015)
CVPR
, pp. 2635-2644
-
-
Fu, Z.1
Xiang, T.2
Kodirov, E.3
Gong, S.4
-
11
-
-
84986281512
-
Learning attributes equals multi-source domain generalization
-
In June
-
C. Gan, T. Yang, and B. Gong. Learning attributes equals multi-source domain generalization. In CVPR, pages 87-97, June 2016.
-
(2016)
CVPR
, pp. 87-97
-
-
Gan, C.1
Yang, T.2
Gong, B.3
-
12
-
-
84880896128
-
Fast and accurate matrix completion via truncated nuclear norm regularization
-
Y. Hu, D. Zhang, J. Ye, X. Li, and X. He. Fast and accurate matrix completion via truncated nuclear norm regularization. IEEE TPAMI, 35(9):2117-2130, 2013.
-
(2013)
IEEE TPAMI
, vol.35
, Issue.9
, pp. 2117-2130
-
-
Hu, Y.1
Zhang, D.2
Ye, J.3
Li, X.4
He, X.5
-
13
-
-
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, pages 2452-2460, 2015.
-
(2015)
ICCV
, pp. 2452-2460
-
-
Kodirov, E.1
Xiang, T.2
Fu, Z.3
Gong, S.4
-
14
-
-
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, pages 1097-1105, 2012.
-
(2012)
NIPS
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
15
-
-
70450172710
-
Learning to detect unseen object classes by between-class attribute transfer
-
In IEEE
-
C. H. Lampert, H. Nickisch, and S. Harmeling. Learning to detect unseen object classes by between-class attribute transfer. In CVPR, pages 951-958. IEEE, 2009.
-
(2009)
CVPR
, pp. 951-958
-
-
Lampert, C.H.1
Nickisch, H.2
Harmeling, S.3
-
16
-
-
84894522762
-
Attribute-based classification for zero-shot visual object categorization
-
C. H. Lampert, H. Nickisch, and S. Harmeling. Attribute-based classification for zero-shot visual object categorization. IEEE TPAMI, 36(3):453-465, 2014.
-
(2014)
IEEE TPAMI
, vol.36
, Issue.3
, pp. 453-465
-
-
Lampert, C.H.1
Nickisch, H.2
Harmeling, S.3
-
17
-
-
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, pages 4211-4219, 2015.
-
(2015)
ICCV
, pp. 4211-4219
-
-
Li, X.1
Guo, Y.2
Schuurmans, D.3
-
18
-
-
84985038247
-
Infinite ensemble for image clustering
-
In ACM
-
H. Liu, M. Shao, S. Li, and Y. Fu. Infinite ensemble for image clustering. In KDD, pages 1745-1754. ACM, 2016.
-
(2016)
KDD
, pp. 1745-1754
-
-
Liu, H.1
Shao, M.2
Li, S.3
Fu, Y.4
-
19
-
-
84911410734
-
Costa: Co-occurrence statistics for zero-shot classification
-
T. Mensink, E. Gavves, and C. G. Snoek. Costa: Co-occurrence statistics for zero-shot classification. In CVPR, pages 2441-2448, 2014.
-
(2014)
CVPR
, pp. 2441-2448
-
-
Mensink, T.1
Gavves, E.2
Snoek, C.G.3
-
20
-
-
80053456996
-
Zero-shot learning with semantic output codes
-
M. Palatucci, D. Pomerleau, G. E. Hinton, and T. M. Mitchell. Zero-shot learning with semantic output codes. In NIPS, pages 1410-1418, 2009.
-
(2009)
NIPS
, pp. 1410-1418
-
-
Palatucci, M.1
Pomerleau, D.2
Hinton, G.E.3
Mitchell, T.M.4
-
21
-
-
84856670612
-
Relative attributes
-
In IEEE
-
D. Parikh and K. Grauman. Relative attributes. In ICCV, pages 503-510. IEEE, 2011.
-
(2011)
ICCV
, pp. 503-510
-
-
Parikh, D.1
Grauman, K.2
-
22
-
-
84866637964
-
Sun attribute database: Discovering, annotating, and recognizing scene attributes
-
In IEEE
-
G. Patterson and J. Hays. Sun attribute database: Discovering, annotating, and recognizing scene attributes. In CVPR, pages 2751-2758. IEEE, 2012.
-
(2012)
CVPR
, pp. 2751-2758
-
-
Patterson, G.1
Hays, J.2
-
23
-
-
84990063304
-
Joint learning of semantic and latent attributes
-
In Springer
-
P. Peng, Y. Tian, T. Xiang, Y. Wang, and T. Huang. Joint learning of semantic and latent attributes. In ECCV, pages 336-353. Springer, 2016.
-
(2016)
ECCV
, pp. 336-353
-
-
Peng, P.1
Tian, Y.2
Xiang, T.3
Wang, Y.4
Huang, T.5
-
24
-
-
85041909372
-
Joint in-termodal and intramodal label transfers for extremely rare or unseen classes
-
G.-J. Qi, W. Liu, C. Aggarwal, and T. S. Huang. Joint in-termodal and intramodal label transfers for extremely rare or unseen classes. IEEE TPAMI, 2016.
-
(2016)
IEEE TPAMI
-
-
Qi, G.-J.1
Liu, W.2
Aggarwal, C.3
Huang, T.S.4
-
25
-
-
84986290328
-
Less is more: Zero-shot learning from online textual documents with noise suppression
-
R. Qiao, L. Liu, C. Shen, and A. van den Hengel. Less is more: zero-shot learning from online textual documents with noise suppression. In CVPR, pages 2249-2257, 2016.
-
(2016)
CVPR
, pp. 2249-2257
-
-
Qiao, R.1
Liu, L.2
Shen, C.3
Van Den Hengel, A.4
-
26
-
-
84986272617
-
Sparse coding for classification via discrimination ensemble
-
Y. Quan, Y. Xu, Y. Sun, Y. Huang, and H. Ji. Sparse coding for classification via discrimination ensemble. In CVPR, pages 5839-5847, 2016.
-
(2016)
CVPR
, pp. 5839-5847
-
-
Quan, Y.1
Xu, Y.2
Sun, Y.3
Huang, Y.4
Ji, H.5
-
27
-
-
78649417385
-
Hubs in space: Popular nearest neighbors in high-dimensional data
-
M. Radovanović, A. Nanopoulos, and M. Ivanović. Hubs in space: Popular nearest neighbors in high-dimensional data. JMLR, 11(Sep):2487-2531, 2010.
-
(2010)
JMLR
, vol.11
, Issue.Sep
, pp. 2487-2531
-
-
Radovanović, M.1
Nanopoulos, A.2
Ivanović, M.3
-
28
-
-
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, pages 2152-2161, 2015.
-
(2015)
ICML
, pp. 2152-2161
-
-
Romera-Paredes, B.1
Torr, P.2
-
30
-
-
84898938559
-
Zero-shot learning through cross-modal transfer
-
R. Socher, M. Ganjoo, C. D. Manning, and A. Ng. Zero-shot learning through cross-modal transfer. In NIPS, pages 935-943, 2013.
-
(2013)
NIPS
, pp. 935-943
-
-
Socher, R.1
Ganjoo, M.2
Manning, C.D.3
Ng, A.4
-
31
-
-
84937522268
-
Going deeper with convolutions
-
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich. Going deeper with convolutions. In CVPR, pages 1-9, 2015.
-
(2015)
CVPR
, pp. 1-9
-
-
Szegedy, C.1
Liu, W.2
Jia, Y.3
Sermanet, P.4
Reed, S.5
Anguelov, D.6
Erhan, D.7
Vanhoucke, V.8
Rabinovich, A.9
-
32
-
-
84878084353
-
The caltech-UCSD birds-200-2011 dataset
-
California Institute of Technology
-
C. Wah, S. Branson, P. Welinder, P. Perona, and S. Belongie. 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
Belongie, S.5
-
33
-
-
84990842196
-
Multi-task zero-shot action recognition with prioritised data augmentation
-
In Springer
-
X. Xu, T. M. Hospedales, and S. Gong. Multi-task zero-shot action recognition with prioritised data augmentation. In ECCV, pages 343-359. Springer, 2016.
-
(2016)
ECCV
, pp. 343-359
-
-
Xu, X.1
Hospedales, T.M.2
Gong, S.3
-
34
-
-
78149305536
-
Attribute-based transfer learning for object categorization with zero/one training example
-
In Springer
-
X. Yu and Y. Aloimonos. Attribute-based transfer learning for object categorization with zero/one training example. In ECCV, pages 127-140. Springer, 2010.
-
(2010)
ECCV
, pp. 127-140
-
-
Yu, X.1
Aloimonos, Y.2
-
35
-
-
71149106036
-
Learning non-redundant codebooks for classifying complex objects
-
In ACM
-
W. Zhang, A. Surve, X. Fern, and T. Dietterich. Learning non-redundant codebooks for classifying complex objects. In ICML, pages 1241-1248. ACM, 2009.
-
(2009)
ICML
, pp. 1241-1248
-
-
Zhang, W.1
Surve, A.2
Fern, X.3
Dietterich, T.4
-
36
-
-
84973910934
-
Zero-shot learning via semantic similarity embedding
-
Z. Zhang and V. Saligrama. Zero-shot learning via semantic similarity embedding. In ICCV, pages 4166-4174, 2015.
-
(2015)
ICCV
, pp. 4166-4174
-
-
Zhang, Z.1
Saligrama, V.2
-
37
-
-
84986292720
-
Zero-shot learning via joint latent similarity embedding
-
Z. Zhang and V. Saligrama. Zero-shot learning via joint latent similarity embedding. In CVPR, pages 6034-6042, 2016.
-
(2016)
CVPR
, pp. 6034-6042
-
-
Zhang, Z.1
Saligrama, V.2
-
38
-
-
84866710709
-
Learning inter-related visual dictionary for object recognition
-
In IEEE
-
N. Zhou, Y. Shen, J. Peng, and J. Fan. Learning inter-related visual dictionary for object recognition. In CVPR, pages 3490-3497. IEEE, 2012.
-
(2012)
CVPR
, pp. 3490-3497
-
-
Zhou, N.1
Shen, Y.2
Peng, J.3
Fan, J.4
|