-
1
-
-
84986259594
-
Labelembedding for image classification
-
1, 2, 3, 5
-
Z. Akata, F. Perronnin, Z. Harchaoui, and C. Schmid. Labelembedding for image classification. IEEE TPAMI, 2015.
-
(2015)
IEEE TPAMI
-
-
Akata, Z.1
Perronnin, F.2
Harchaoui, Z.3
Schmid, C.4
-
2
-
-
84959243017
-
Evaluation of output embeddings for fine-grained image classification
-
1, 2, 3, 4, 5, 6
-
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
-
3
-
-
84887355840
-
What's in a name first names as facial attributes
-
2
-
H. Chen, A. Gallagher, and B. Girod. What's in a name first names as facial attributes. In CVPR, 2013.
-
(2013)
CVPR
-
-
Chen, H.1
Gallagher, A.2
Girod, B.3
-
4
-
-
0036568032
-
On the learnability and design of output codes for multiclass problems
-
2, 4
-
K. Crammer and Y. Singer. On the learnability and design of output codes for multiclass problems. ML, 2002.
-
(2002)
ML
-
-
Crammer, K.1
Singer, Y.2
-
5
-
-
84887325349
-
Fine-grained crowdsourcing for fine-grained recognition
-
4
-
J. Deng, J. Krause, and L. Fei-Fei. Fine-grained crowdsourcing for fine-grained recognition. In CVPR, 2013.
-
(2013)
CVPR
-
-
Deng, J.1
Krause, J.2
Fei-Fei, L.3
-
6
-
-
80052883815
-
Combining attributes and Fisher vectors for efficient image retrieval
-
2
-
M. Douze, A. Ramisa, and C. Schmid. Combining attributes and Fisher vectors for efficient image retrieval. In CVPR, 2011.
-
(2011)
CVPR
-
-
Douze, M.1
Ramisa, A.2
Schmid, C.3
-
7
-
-
84866719272
-
Discovering localized attributes for fine-grained recognition
-
1, 2, 4
-
K. Duan, D. Parikh, D. J. Crandall, and K. Grauman. Discovering localized attributes for fine-grained recognition. In CVPR, 2012.
-
(2012)
CVPR
-
-
Duan, K.1
Parikh, D.2
Crandall, D.J.3
Grauman, K.4
-
8
-
-
77956006784
-
Attribute-centric recognition for cross-category generalization
-
1, 2
-
A. Farhadi, I. Endres, and D. Hoiem. Attribute-centric recognition for cross-category generalization. In CVPR, 2010.
-
(2010)
CVPR
-
-
Farhadi, A.1
Endres, I.2
Hoiem, D.3
-
10
-
-
77955422240
-
Object detection with discriminatively trained part based models
-
2, 3
-
P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan. Object detection with discriminatively trained part based models. PAMI, 32 (9): 1627-1645, 2010.
-
(2010)
PAMI
, vol.32
, Issue.9
, pp. 1627-1645
-
-
Felzenszwalb, P.1
Girshick, R.2
McAllester, D.3
Ramanan, D.4
-
11
-
-
70450219358
-
Learning visual attributes
-
1, 2
-
V. Ferrari and A. Zisserman. Learning visual attributes. In NIPS, 2007.
-
(2007)
NIPS
-
-
Ferrari, V.1
Zisserman, A.2
-
12
-
-
84898958665
-
Devise: A deep visual-semantic embedding model
-
1, 2, 3
-
A. Frome, G. S. Corrado, J. Shlens, S. Bengio, J. Dean, and T. Mikolov. Devise: A deep visual-semantic embedding model. In NIPS, 2013.
-
(2013)
NIPS
-
-
Frome, A.1
Corrado, G.S.2
Shlens, J.3
Bengio, S.4
Dean, J.5
Mikolov, T.6
-
15
-
-
84898427819
-
Feature sets and dimensionality reduction for visual object detection
-
2, 3
-
S. Hussain and B. Triggs. Feature sets and dimensionality reduction for visual object detection. In BMVC, 2010.
-
(2010)
BMVC
-
-
Hussain, S.1
Triggs, B.2
-
16
-
-
33749563073
-
Training linear svms in linear time
-
2
-
T. Joachims. Training linear svms in linear time. In ACM SIGKDD, 2006.
-
(2006)
ACM SIGKDD
-
-
Joachims, T.1
-
17
-
-
84866713663
-
Online incremental attribute-based zero-shot learning
-
1, 2, 4
-
P. Kankuekul, A. Kawewong, S. Tangruamsub, and O. Hasegawa. Online incremental attribute-based zero-shot learning. In CVPR, 2012.
-
(2012)
CVPR
-
-
Kankuekul, P.1
Kawewong, A.2
Tangruamsub, S.3
Hasegawa, O.4
-
19
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
1, 3
-
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
-
20
-
-
84925402963
-
Attribute-based classification for zero-shot visual object categorization
-
1, 2, 3, 4, 5
-
C. Lampert, H. Nickisch, and S. Harmeling. Attribute-based classification for zero-shot visual object categorization. In TPAMI, 2013.
-
(2013)
TPAMI
-
-
Lampert, C.1
Nickisch, H.2
Harmeling, S.3
-
22
-
-
80052915325
-
Recognizing human actions by attributes
-
2
-
J. Liu, B. Kuipers, and S. Savarese. Recognizing human actions by attributes. In CVPR, 2011.
-
(2011)
CVPR
-
-
Liu, J.1
Kuipers, B.2
Savarese, S.3
-
23
-
-
84898956512
-
Distributed representations of words and phrases and their compositionality
-
1, 2, 5
-
T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean. Distributed representations of words and phrases and their compositionality. In NIPS, 2013.
-
(2013)
NIPS
-
-
Mikolov, T.1
Sutskever, I.2
Chen, K.3
Corrado, G.S.4
Dean, J.5
-
24
-
-
84976702763
-
Wordnet: A lexical database for english
-
1, 2, 5
-
G. A. Miller. Wordnet: A lexical database for english. CACM, 38: 39-41, 1995.
-
(1995)
CACM
, vol.38
, pp. 39-41
-
-
Miller, G.A.1
-
25
-
-
84898979068
-
-
arXiv: 1312. 5650, 2
-
M. Norouzi, T. Mikolov, S. Bengio, Y. Singer, J. Shlens, A. Frome, G. Corrado, and J. Dean. Zero-shot learning by convex combination of semantic embeddings. ArXiv: 1312. 5650, 2013.
-
(2013)
Zero-shot Learning by Convex Combination of Semantic Embeddings
-
-
Norouzi, M.1
Mikolov, T.2
Bengio, S.3
Singer, Y.4
Shlens, J.5
Frome, A.6
Corrado, G.7
Dean, J.8
-
28
-
-
84856670612
-
Relative attributes
-
1, 2
-
D. Parikh and K. Grauman. Relative attributes. In ICCV, 2011.
-
(2011)
ICCV
-
-
Parikh, D.1
Grauman, K.2
-
29
-
-
84961289992
-
Glove: Global vectors for word representation
-
1, 2, 5
-
J. Pennington, R. Socher, and C. D. Manning. Glove: Global vectors for word representation. In EMNLP, 2014.
-
(2014)
EMNLP
-
-
Pennington, J.1
Socher, R.2
Manning, C.D.3
-
30
-
-
80052892795
-
Evaluating knowledge transfer and zero-shot learning in a large-scale setting
-
1, 2, 4
-
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
-
31
-
-
77955989949
-
What helps here-and why Semantic relatedness for knowledge transfer
-
2
-
M. Rohrbach, M. Stark, G. Szarvas, I. Gurevych, and B. Schiele. What helps here-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
-
32
-
-
84969931523
-
An embarrassingly simple approach to zero-shot learning
-
1, 2, 3
-
B. Romera-Paredes, E. OX, and P. H. Torr. An embarrassingly simple approach to zero-shot learning. In ICML, 2015.
-
(2015)
ICML
-
-
Romera-Paredes, B.1
Ox, E.2
Torr, P.H.3
-
33
-
-
84866720092
-
Multi-attribute spaces: Calibration for attribute fusion and similarity search
-
2
-
W. J. Scheirer, N. Kumar, P. N. Belhumeur, and T. E. Boult. Multi-attribute spaces: Calibration for attribute fusion and similarity search. In CVPR, 2012.
-
(2012)
CVPR
-
-
Scheirer, W.J.1
Kumar, N.2
Belhumeur, P.N.3
Boult, T.E.4
-
34
-
-
80052894348
-
Image ranking and retrieval based on multi-attribute queries
-
2
-
B. Siddiquie, R. Feris, and L. Davis. Image ranking and retrieval based on multi-attribute queries. In CVPR, 2011.
-
(2011)
CVPR
-
-
Siddiquie, B.1
Feris, R.2
Davis, L.3
-
35
-
-
84898938559
-
Zero-shot learning through cross-modal transfer
-
2, 3
-
R. Socher, M. Ganjoo, C. D. Manning, and A. Ng. Zero-shot learning through cross-modal transfer. In NIPS, 2013.
-
(2013)
NIPS
-
-
Socher, R.1
Ganjoo, M.2
Manning, C.D.3
Ng, A.4
-
36
-
-
84937522268
-
Going deeper with convolutions
-
1, 5
-
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, 2015.
-
(2015)
CVPR
-
-
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
-
37
-
-
80052891795
-
-
Technical Report CNS-TR-2010-001, Caltech, 4
-
P. Welinder, S. Branson, T. Mita, C. Wah, F. Schroff, S. Belongie, and P. Perona. Caltech-UCSD Birds 200. Technical Report CNS-TR-2010-001, Caltech, 2010.
-
(2010)
Caltech-UCSD Birds 200
-
-
Welinder, P.1
Branson, S.2
Mita, T.3
Wah, C.4
Schroff, F.5
Belongie, S.6
Perona, P.7
-
38
-
-
84867117593
-
Wsabie: Scaling up to large vocabulary image annotation
-
2, 3, 4
-
J. Weston, S. Bengio, and N. Usunier. Wsabie: Scaling up to large vocabulary image annotation. In IJCAI, 2011.
-
(2011)
IJCAI
-
-
Weston, J.1
Bengio, S.2
Usunier, N.3
-
39
-
-
80052895150
-
Articulated pose estimation with flexible mixtures-of-parts
-
2, 3
-
Y. Yang and D. Ramanan. Articulated pose estimation with flexible mixtures-of-parts. In CVPR, 2011.
-
(2011)
CVPR
-
-
Yang, Y.1
Ramanan, D.2
-
40
-
-
84856672971
-
Human action recognition by learning bases of action attributes and parts
-
2
-
B. Yao, X. Jiang, A. Khosla, A. L. Lin, L. J. Guibas, and F.-F. Li. Human action recognition by learning bases of action attributes and parts. In ICCV, 2011.
-
(2011)
ICCV
-
-
Yao, B.1
Jiang, X.2
Khosla, A.3
Lin, A.L.4
Guibas, L.J.5
Li, F.-F.6
-
41
-
-
84855413670
-
Attribute-based transfer learning for object categorization with zero or one training example
-
1, 2, 4
-
X. Yu and Y. Aloimonos. Attribute-based transfer learning for object categorization with zero or one training example. In ECCV, 2010.
-
(2010)
ECCV
-
-
Yu, X.1
Aloimonos, Y.2
-
42
-
-
84986292720
-
Zero-shot learning via joint latent similarity embedding
-
2
-
Z. Zhang and V. Saligrama. Zero-shot learning via joint latent similarity embedding. In CVPR, 2016.
-
(2016)
CVPR
-
-
Zhang, Z.1
Saligrama, V.2
-
43
-
-
84866667680
-
Face detection, pose estimation, and landmark localization in the wild
-
2, 3
-
X. Zhu and D. Ramanan. Face detection, pose estimation, and landmark localization in the wild. In CVPR, 2012.
-
(2012)
CVPR
-
-
Zhu, X.1
Ramanan, D.2
|