-
1
-
-
33745139169
-
Cross-generalization: Learning novel classes from a single example by feature replacement
-
3, 5
-
E. Bart and S. Ullman. Cross-generalization: learning novel classes from a single example by feature replacement. In CVPR, 2005.
-
(2005)
CVPR
-
-
Bart, E.1
Ullman, S.2
-
2
-
-
85198028989
-
Imagenet: A large-scale hierarchical image database
-
1
-
J. Deng, W. Dong, R. Socher L.-J. Li, K. Li, and L. Fei-Fei. Imagenet: A large-scale hierarchical image database. In CVPR, 2009.
-
(2009)
CVPR
-
-
Deng, J.1
Dong, W.2
Socher, R.3
Li, L.-J.4
Li, K.5
Fei-Fei, L.6
-
3
-
-
84959214051
-
Scene classification with semantic fisher vectors
-
1, 2, 3
-
M. Dixit, S. Chen, D. Gao, N. Rasiwasia, and N. Vasconcelos. Scene classification with semantic fisher vectors. In CVPR, 2015.
-
(2015)
CVPR
-
-
Dixit, M.1
Chen, S.2
Gao, D.3
Rasiwasia, N.4
Vasconcelos, N.5
-
5
-
-
33144466753
-
One-shot learning for object categorization
-
3
-
L. Fei-Fei, R. Fergus, and P. Perona. One-shot learning for object categorization. TPAMI, 28 (4): 594-611, 2006.
-
(2006)
TPAMI
, vol.28
, Issue.4
, pp. 594-611
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
6
-
-
33745155436
-
A Bayesian hierarchical model for learning natural scene categories
-
2
-
L. Fei-Fei and P. Perona. A Bayesian hierarchical model for learning natural scene categories. In CVPR, 2005.
-
(2005)
CVPR
-
-
Fei-Fei, L.1
Perona, P.2
-
7
-
-
84898963788
-
Object classification from a single example utilizing relevance metrics
-
3, 4, 7
-
M. Fink. Object classification from a single example utilizing relevance metrics. In NIPS, 2005.
-
(2005)
NIPS
-
-
Fink, M.1
-
8
-
-
84938217896
-
Multi-scale orderless pooling of deep convolutional activation features
-
1, 2
-
Y. Gong, L. Wang, R. Guo, and S. Lazebnik. Multi-scale orderless pooling of deep convolutional activation features. In ECCV, 2014.
-
(2014)
ECCV
-
-
Gong, Y.1
Wang, L.2
Guo, R.3
Lazebnik, S.4
-
9
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
5
-
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
-
11
-
-
84905741277
-
Transient attributes for high-level understanding and editing of outdoor scenes
-
1, 2, 5, 6, 8
-
P.-Y. Laffont, R. Zhile, X. Tao, C. Qian, and J. Hays. Transient attributes for high-level understanding and editing of outdoor scenes. ACM TOG, 33 (4), 2014.
-
(2014)
ACM TOG
, vol.33
, Issue.4
-
-
Laffont, P.-Y.1
Zhile, R.2
Tao, X.3
Qian, C.4
Hays, J.5
-
12
-
-
70450172710
-
Learning to detect unseen object classes by between-class attribute transfer
-
2
-
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
-
13
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing scene categories
-
2
-
S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing scene categories. In CVPR, 2006.
-
(2006)
CVPR
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
14
-
-
84874034396
-
Metric learning from relative comparisons by minimizing squared residual
-
7
-
E. Y. Liu, Z. Guo, X. Zhang, and V. Jojic W. Wang. Metric learning from relative comparisons by minimizing squared residual. In ICDM, 2012.
-
(2012)
ICDM
-
-
Liu, E.Y.1
Guo, Z.2
Zhang, X.3
Jojic Wang W, V.4
-
15
-
-
84959213675
-
Understanding deep image representations by inverting them
-
8
-
A. Mahendran and A. Vedaldi. Understanding deep image representations by inverting them. In CVPR, 2015.
-
(2015)
CVPR
-
-
Mahendran, A.1
Vedaldi, A.2
-
16
-
-
84863411575
-
Ensemble of exemplar-SVMs for object detection and beyond
-
3
-
T. Malisiewicz, A. Gupta, and A. A. Efros. Ensemble of exemplar-SVMs for object detection and beyond. In ICCV, 2011.
-
(2011)
ICCV
-
-
Malisiewicz, T.1
Gupta, A.2
Efros, A.A.3
-
17
-
-
84986242658
-
Learning from oneexample through shared density transforms
-
3, 4
-
E. G. Miller, N. E. Matsakis, and P. Viola. Learning from oneexample through shared density transforms. In CVPR, 2000.
-
(2000)
CVPR
-
-
Miller, E.G.1
Matsakis, N.E.2
Viola, P.3
-
18
-
-
85009900851
-
-
2, 5, 6
-
G. Patterson, C. Xu, H. Su, and J. Hayes. The SUN attribute database: Beyond categories for deeper scene understanding, 2014.
-
(2014)
The SUN attribute database: Beyond categories for deeper scene understanding
-
-
Patterson, G.1
Xu, C.2
Su, H.3
Hayes, J.4
-
19
-
-
80555140075
-
Scikit-learn: Machine learning in Python
-
5
-
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. Scikit-learn: Machine learning in Python. JMLR, 12: 2825-2830, 2011.
-
(2011)
JMLR
, vol.12
, pp. 2825-2830
-
-
Pedregosa, F.1
Varoquaux, G.2
Gramfort, A.3
Michel, V.4
Thirion, B.5
Grisel, O.6
Blondel, M.7
Prettenhofer, P.8
Weiss, R.9
Dubourg, V.10
Vanderplas, J.11
Passos, A.12
Cournapeau, D.13
Brucher, M.14
Perrot, M.15
Duchesnay, E.16
-
20
-
-
84950247341
-
Domain-adaptive discriminative one-shot learning of gestures
-
3
-
T. Pfister, J. Charles, and A. Zisserman. Domain-adaptive discriminative one-shot learning of gestures. In ECCV, 2014.
-
(2014)
ECCV
-
-
Pfister, T.1
Charles, J.2
Zisserman, A.3
-
21
-
-
51949095824
-
Scene classification with low-dimensional semantic spaces and weak supervision
-
2
-
N. Rasiwasia and N. Vasconcelos. Scene classification with low-dimensional semantic spaces and weak supervision. In CVPR, 2008.
-
(2008)
CVPR
-
-
Rasiwasia, N.1
Vasconcelos, N.2
-
22
-
-
84883487458
-
Image classification with the Fisher vector: Theory and practice
-
2
-
J. Sánchez, F. Perronnin, T. Mensink, and J. Verbeek. Image classification with the Fisher vector: Theory and practice. IJCV, 105 (3): 222-245, 2013.
-
(2013)
IJCV
, vol.105
, Issue.3
, pp. 222-245
-
-
Sánchez, J.1
Perronnin, F.2
Mensink, T.3
Verbeek, J.4
-
23
-
-
84863224200
-
Improving image classification using semantic attributes
-
2
-
Y. Su and F. Jurie. Improving image classification using semantic attributes. IJCV, 100 (1): 59-77, 2012.
-
(2012)
IJCV
, vol.100
, Issue.1
, pp. 59-77
-
-
Su, Y.1
Jurie, F.2
-
24
-
-
77956008920
-
Optimizing one-shot recognition with micro-set learning
-
3, 4, 5, 7
-
K. D. Tang, M. F. Tappen, R. Sukthankar, and C. H. Lampert. Optimizing one-shot recognition with micro-set learning. In CVPR, 2010.
-
(2010)
CVPR
-
-
Tang, K.D.1
Tappen, M.F.2
Sukthankar, R.3
Lampert, C.H.4
-
25
-
-
80052908300
-
Unbiased look at dataset bias
-
1
-
A. Torralba and A. A Efros. Unbiased look at dataset bias. In CVPR, 2011.
-
(2011)
CVPR
-
-
Torralba, A.1
Efros, A.A.2
-
27
-
-
84924067462
-
SUN database: Exploring a large collection of scene categories
-
2
-
J. Xiao, K. A. Ehinger, J. Hays, A. Torralba, and A. Oliva. SUN database: Exploring a large collection of scene categories. IJCV, pages 1-20, 2014.
-
(2014)
IJCV
, pp. 1-20
-
-
Xiao, J.1
Ehinger, K.A.2
Hays, J.3
Torralba, A.4
Oliva, A.5
-
28
-
-
77955988947
-
SUN database: Large-scale scene recognition from abbey to zoo
-
3
-
J. Xiao, J. Hays, K. Ehinger, A. Oliva, and A. Torralba. SUN database: Large-scale scene recognition from abbey to zoo. In CVPR, 2010.
-
(2010)
CVPR
-
-
Xiao, J.1
Hays, J.2
Ehinger, K.3
Oliva, A.4
Torralba, A.5
-
29
-
-
84986313183
-
Multi-task transfer methods to improve one-shot learning for multimedia events
-
4
-
W. Yan, J. Yap, and G. Mori. Multi-task transfer methods to improve one-shot learning for multimedia events. In BMVC, 2015.
-
(2015)
BMVC
-
-
Yan, W.1
Yap, J.2
Mori, G.3
-
30
-
-
84855413670
-
Attribute-based transfer learning for object categorization with zero/one training example
-
3, 4
-
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
-
31
-
-
84937964578
-
Learning deep features for scene recognition using Places database
-
1, 2, 3, 5
-
B. Zhou, A. Lapedriza, J. Xiao, A. Torralba, and A. Oliva. Learning deep features for scene recognition using Places database. In NIPS, 2014.
-
(2014)
NIPS
-
-
Zhou, B.1
Lapedriza, A.2
Xiao, J.3
Torralba, A.4
Oliva, A.5
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