-
1
-
-
56749159833
-
Training hierarchical feed-forward visual recognition models using transfer learning from pseudo-tasks
-
Ahmed, A., Yu, K., Xu, W., Gong, Y. and Xing, E. Training hierarchical feed-forward visual recognition models using transfer learning from pseudo-tasks. In ECCV, pp. 69-82, 2008.
-
(2008)
ECCV
, pp. 69-82
-
-
Ahmed, A.1
Yu, K.2
Xu, W.3
Gong, Y.4
Xing, E.5
-
3
-
-
84959195732
-
Signature verification using a siamese time delay neural network
-
Bromley, J., Guyon, I., LeCun, Y., Sackinger, B. and Shah, R. Signature verification using a siamese time delay neural network. In NIPS. 1993.
-
(1993)
NIPS.
-
-
Bromley, J.1
Guyon, I.2
LeCun, Y.3
Sackinger, B.4
Shah, R.5
-
4
-
-
56449095373
-
A unified architecture for natural language processing: Deep neural networks with multitask learning
-
Collobert, R. and Weston, J. A unified architecture for natural language processing: deep neural networks with multitask learning. In ICML, pp. 160- 167, 2008.
-
(2008)
ICML
, pp. 160-167
-
-
Collobert, R.1
Weston, J.2
-
5
-
-
33846622081
-
Behavior recognition via sparse spatio-temporal features
-
Dollár, R, Rabaud, V., Cottrell, G. and Belongie, S. Behavior recognition via sparse spatio-temporal features. In ICCV VS-PETS, pp. 65-72, 2005.
-
(2005)
ICCV VS-PETS
, pp. 65-72
-
-
Dollár, R.1
Rabaud, V.2
Cottrell, G.3
Belongie, S.4
-
6
-
-
0344983342
-
Recognizing action at a distance
-
Efros, A. A., Berg, A. C., Mori, G. and Malik, J. Recognizing action at a distance. In ICCV, pp. 726- 733, 2003.
-
(2003)
ICCV
, pp. 726-733
-
-
Efros, A.A.1
Berg, A.C.2
Mori, G.3
Malik, J.4
-
7
-
-
0019152630
-
Neocognitron: A self-organizing neural network model for a mechanism of pattern recogni-tion unaffected by shift in position
-
Fukushima, K. Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biol. Cyb., 36: 193-202, 1980.
-
(1980)
Biol. Cyb.
, vol.36
, pp. 193-202
-
-
Fukushima, K.1
-
8
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
July
-
Hinton, G. E. and Salakhutdinov, R. R. Reducing the dimensionality of data with neural networks. Science, 313(5786):504-507, July 2006.
-
(2006)
Science
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
9
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
Hinton, G. E., Osindero, S. and Teh, Y. A fast learning algorithm for deep belief nets. Neural Computation, 18:1527-1554, 2006.
-
(2006)
Neural Computation
, vol.18
, pp. 1527-1554
-
-
Hinton, G.E.1
Osindero, S.2
Teh, Y.3
-
10
-
-
50649114600
-
Supervised learning of image restoration with convolutional networks
-
Jain, V., Murray, J. F., Roth, F., Turaga, S., Zhigulin, V., Briggman, K. L., Helmstaedter, M. N., Denk, W. and Seung, H. S. Supervised learning of image restoration with convolutional networks. In ICCV, 2007.
-
(2007)
ICCV
-
-
Jain, V.1
Murray, J.F.2
Roth, F.3
Turaga, S.4
Zhigulin, V.5
Briggman, K.L.6
Helmstaedter, M.N.7
Denk, W.8
Seung, H.S.9
-
11
-
-
50649099025
-
A biologically inspired system for action recognition
-
Jhuang, H., Serre, T., Wolf, L. and Poggio, T. A biologically inspired system for action recognition. In ICCV, pp. 1-8, 2007.
-
(2007)
ICCV
, pp. 1-8
-
-
Jhuang, H.1
Serre, T.2
Wolf, L.3
Poggio, T.4
-
12
-
-
37249044775
-
Human action recognition using a modified convolutional neural network
-
Kim, H.-J., Lee, J. S. and Yang, H.-S. Human action recognition using a modified convolutional neural network. In Proceedings of the 4th International Symposium on Neural Networks, pp. 715-723, 2007.
-
(2007)
Proceedings of the 4th International Symposium on Neural Networks
, pp. 715-723
-
-
Kim, H.-J.1
Lee, J.S.2
Yang, H.-S.3
-
13
-
-
50649122769
-
Retrieving actions in movies
-
Laptev, I. and Pérez, P. Retrieving actions in movies. In ICCV, pp. 1-8, 2007.
-
(2007)
ICCV
, pp. 1-8
-
-
Laptev, I.1
Pérez, P.2
-
14
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
Lazebnik, S., Achmid, C. and Ponce, J. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, pp. 2169- 2178, 2006.
-
(2006)
CVPR
, pp. 2169-2178
-
-
Lazebnik, S.1
Achmid, C.2
Ponce, J.3
-
15
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
LeCun, Y., Bottou, L., Bengio, Y. and Haffner, P. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, 1998.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
LeCun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
16
-
-
5044231640
-
Learning methods for generic object recognition with invariance to pose and lighting
-
LeCun, Y., Huang, F.-J. and Bottou, L. Learning methods for generic object recognition with invariance to pose and lighting. In CVPR, 2004.
-
(2004)
CVPR
-
-
LeCun, Y.1
Huang, F.-J.2
Bottou, L.3
-
17
-
-
71149119164
-
Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
-
Lee, H., Grosse, R., Ranganath, R. and Ng, A. Y. Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations. In ICML, pp. 609-616, 2009a.
-
(2009)
ICML
, pp. 609-616
-
-
Lee, H.1
Grosse, R.2
Ranganath, R.3
Ng, A.Y.4
-
18
-
-
84863380535
-
Unsupervised feature learning for audio classification using convolutional deep belief networks
-
Lee, H., Pham, P., Largman, Y. and Ng, A. Unsupervised feature learning for audio classification using convolutional deep belief networks. In NIPS, pp. 1096-1104. 2009b.
-
(2009)
NIPS
, pp. 1096-1104
-
-
Lee, H.1
Pham, P.2
Largman, Y.3
Ng, A.4
-
19
-
-
3042535216
-
Distinctive image features from scale invariant keypoints
-
Lowe, D. G. Distinctive image features from scale invariant keypoints. International Journal of Computer Vision, 60(2):91-110, 2004.
-
(2004)
International Journal of Computer Vision
, vol.60
, Issue.2
, pp. 91-110
-
-
Lowe, D.G.1
-
20
-
-
71149084945
-
Deep learning from temporal coherence in video
-
Mobahi, H., Collobert, R. and Weston, J. Deep learning from temporal coherence in video. In ICML, pp. 737-744, 2009.
-
(2009)
ICML
, pp. 737-744
-
-
Mobahi, H.1
Collobert, R.2
Weston, J.3
-
21
-
-
51149092609
-
Object class recognition and localization using sparse features with limited receptive fields
-
October
-
Mutch, J. and Lowe, D. G. Object class recognition and localization using sparse features with limited receptive fields. International Journal of Computer Vision, 80(1):45-57, October 2008.
-
(2008)
International Journal of Computer Vision
, vol.80
, Issue.1
, pp. 45-57
-
-
Mutch, J.1
Lowe, D.G.2
-
22
-
-
45049084813
-
Unsupervised learning of human action categories using spatial- temporal words
-
Niebles, J. C., Wang, H. and Fei-Fei, L. Unsupervised learning of human action categories using spatial- temporal words. International Journal of Computer Vision, 79(3):299-318, 2008.
-
(2008)
International Journal of Computer Vision
, vol.79
, Issue.3
, pp. 299-318
-
-
Niebles, J.C.1
Wang, H.2
Fei-Fei, L.3
-
23
-
-
26444512083
-
Toward automatic phenotyping of developing embryos from videos
-
Ning, F., Delhomme, D., LeCun, Y., Piano, F., Bottou, L. and Barbano, P. Toward automatic phenotyping of developing embryos from videos. IEEE Trans. on Image Processing, 14(9):1360-1371, 2005.
-
(2005)
IEEE Trans. on Image Processing
, vol.14
, Issue.9
, pp. 1360-1371
-
-
Ning, F.1
Delhomme, D.2
LeCun, Y.3
Piano, F.4
Bottou, L.5
Barbano, P.6
-
24
-
-
34948870900
-
Unsupervised learning of invariant feature hierarchies with applications to object recognition
-
Ranzato, M., Huang, F.-J., Boureau, Y. and LeCun, Y. Unsupervised learning of invariant feature hierarchies with applications to object recognition. In CVPR, 2007.
-
(2007)
CVPR
-
-
Ranzato, M.1
Huang, F.-J.2
Boureau, Y.3
LeCun, Y.4
-
25
-
-
51949101597
-
Action snippets: How many frames does human action recognition require?
-
Schindler, K. and Van Gool, L. Action snippets: How many frames does human action recognition require? In CVPR, 2008.
-
(2008)
CVPR
-
-
Schindler, K.1
Van Gool, L.2
-
26
-
-
10044233701
-
Recognizing human actions: A local SVM approach
-
Schiildt, C., Laptev, I. and Caputo, B. Recognizing human actions: A local SVM approach. In ICPR, pp. 32-36, 2004.
-
(2004)
ICPR
, pp. 32-36
-
-
Schiildt, C.1
Laptev, I.2
Caputo, B.3
-
27
-
-
24644511277
-
Object recognition with features inspired by visual cortex
-
Serre, T., Wolf, L. and Poggio, T. Object recognition with features inspired by visual cortex. In CVPR, pp. 994-1000, 2005.
-
(2005)
CVPR
, pp. 994-1000
-
-
Serre, T.1
Wolf, L.2
Poggio, T.3
-
28
-
-
77953193985
-
Human action detection by boosting efficient motion features
-
Yang, M., Lv, F., Xu, W., Yu, K and Gong, Y. Human action detection by boosting efficient motion features. In IEEE Workshop on Video-oriented Object and Event Classification, 2009.
-
(2009)
IEEE Workshop on Video-oriented Object and Event Classification
-
-
Yang, M.1
Lv, F.2
Xu, W.3
Yu, K.4
Gong, Y.5
-
29
-
-
84863393567
-
Deep learning with kernel regularization for visual recognition
-
Yu, K., Xu, W. and Gong, Y. Deep learning with kernel regularization for visual recognition. In NIPS, pp. 1889-1896, 2008.
-
(2008)
NIPS
, pp. 1889-1896
-
-
Yu, K.1
Xu, W.2
Gong, Y.3
|