-
1
-
-
77958488310
-
Deep Machine Learning-A new frontier in artificial intelligence research [Research Frontier]
-
I. Arel, D. C Rose, T. P Karnowski, "Deep Machine Learning-A new frontier in artificial intelligence research [Research Frontier]," IEEE Computational Intelligence Magazine, Vol. 5, No. 4, pp. 13-18, 2010.
-
(2010)
IEEE Computational Intelligence Magazine
, vol.5
, Issue.4
, pp. 13-18
-
-
Arel, I.1
Rose, D.C.2
Karnowski, T.P.3
-
2
-
-
85032782045
-
Deep learning and its applications to signal and information processing
-
Dong Yu, Li Deng, "Deep learning and its applications to signal and information processing" IEEE Signal Processing Magazine, Vol. 28, No. 1, pp. 145-154, 2011.
-
(2011)
IEEE Signal Processing Magazine
, vol.28
, Issue.1
, pp. 145-154
-
-
Yu, D.1
Deng, L.2
-
3
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
28 July
-
G. E. Hinton, and R. R. Salakhutdinov, "Reducing the dimensionality of data with neural networks," Science, Vol. 313. no. 5786, pp. 504-507, 28 July 2006.
-
(2006)
Science
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
4
-
-
59449087310
-
Exploring strategies for training deep neural networks
-
H. Larochelle, Y. Bengio, J. Louradour and P. Lamblin, "Exploring Strategies for Training Deep Neural Networks," Journal of Machine Learning Research, Vol. 1, pp. 1-40, 2009
-
(2009)
Journal of Machine Learning Research
, vol.1
, pp. 1-40
-
-
Larochelle, H.1
Bengio, Y.2
Louradour, J.3
Lamblin, P.4
-
5
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
G. E. Hinton, S. Osindero, and Yee-Whye Teh, "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
-
6
-
-
77956001004
-
Deconvolution networks
-
M. Zeiler, D. Krishnan, G. Taylor, and R. Fergus, "Deconvolution networks," Conf. Computer Vision Pattern Recognition (CVPR), 2010.
-
(2010)
Conf. Computer Vision Pattern Recognition (CVPR)
-
-
Zeiler, M.1
Krishnan, D.2
Taylor, G.3
Fergus, R.4
-
7
-
-
0032203257
-
Gradientbased learning applied to document recognition
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradientbased learning applied to document recognition," Proc. IEEE, Vol. 86, pp. 2278-2324, 1998.
-
(1998)
Proc. IEEE
, vol.86
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
8
-
-
78149336740
-
Convolutional learning of spatio-temporal features
-
G. W. Taylor, R. Fergus, Y. LeCun, and C. Bregler, "Convolutional Learning of Spatio-Temporal Features," Proc. 11th European Conf. Computer Vision, pp. 140-153, 2010.
-
(2010)
Proc. 11th European Conf. Computer Vision
, pp. 140-153
-
-
Taylor, G.W.1
Fergus, R.2
Lecun, Y.3
Bregler, C.4
-
9
-
-
56449089103
-
Extracting and composing robust features with denoising autoencoders
-
P. Vincent, H. Larochelle, Y. Bengio, and P. Manzagol, "Extracting and composing robust features with denoising autoencoders," in Proc. Int. Conf. Mach. Learning (ICML), 2008.
-
(2008)
Proc. Int. Conf. Mach. Learning (ICML)
-
-
Vincent, P.1
Larochelle, H.2
Bengio, Y.3
Manzagol, P.4
-
10
-
-
84864073449
-
Greedy layer-wise training of deep networks
-
MIT Press
-
Y. Bengio, P. Lamblin, D. Popovici, H. Larochelle "Greedy Layer-Wise Training of Deep Networks," Advances in Neural Information Processing Systems 19 (NIPS'06), pages 153-160. MIT Press, 2007.
-
(2007)
Advances in Neural Information Processing Systems 19 (NIPS'06)
, pp. 153-160
-
-
Bengio, Y.1
Lamblin, P.2
Popovici, D.3
Larochelle, H.4
-
11
-
-
85112276587
-
Efficient learning of sparse representations with an energy-based model
-
M. Ranzato, C. Poultney, S. Chopra, and Y. LeCun, "Efficient learning of sparse representations with an energy-based model," in Neural Inf. Proc. Systems (NIPS), 2006.
-
(2006)
Neural Inf. Proc. Systems (NIPS)
-
-
Ranzato, M.1
Poultney, C.2
Chopra, S.3
Lecun, Y.4
-
12
-
-
79959347463
-
Transforming auto-encoders
-
G. E. Hinton, A. Krizhevsky and S. D. Wang, "Transforming Auto-encoders," Artificial Neural Networks and Machine Learning-ICANN 2011, Lecture Notes in Computer Science, Volume 6791, 2011, pp 44-51.
-
(2011)
Artificial Neural Networks and Machine Learning-ICANN 2011, Lecture Notes in Computer Science
, vol.6791
, pp. 44-51
-
-
Hinton, G.E.1
Krizhevsky, A.2
Wang, S.D.3
-
13
-
-
34547967782
-
An empirical evaluation of deep architectures on problems with many factors of variation
-
Omnipress
-
H. Larochelle, D. Erhan, A. Courville, J. Bergstra, and Y. Bengio, "An empirical evaluation of deep architectures on problems with many factors of variation," In Zoubin Ghahramani, editor, Twenty-fourth International Conference on Machine Learning (ICML 2007), pages 473-480. Omnipress, 2007.
-
(2007)
Zoubin Ghahramani, Editor, Twenty-fourth International Conference on Machine Learning (ICML 2007)
, pp. 473-480
-
-
Larochelle, H.1
Erhan, D.2
Courville, A.3
Bergstra, J.4
Bengio, Y.5
-
16
-
-
34547983260
-
Restricted boltzmann machines for collaborative filtering
-
Corvalis, Oregon, USA
-
R. Salakhutdinov, A. Mnih, G. Hinton "Restricted Boltzmann Machines for Collaborative Filtering," Proc. of the 24th International Conference on Machine Learning, Corvalis, Oregon, USA, 2007.
-
(2007)
Proc. of the 24th International Conference on Machine Learning
-
-
Salakhutdinov, R.1
Mnih, A.2
Hinton, G.3
-
17
-
-
78650474133
-
-
Technical Report, UTML TR 2010-003, Department of Computer Science, 6 King's College Rd, Toronto, University of Toronto August
-
G. Hinton, "A Practical Guide to Training Restricted Boltzmann Machines," Technical Report, UTML TR 2010-003, Department of Computer Science, 6 King's College Rd, Toronto, University of Toronto August 2010.
-
(2010)
A Practical Guide to Training Restricted Boltzmann Machines
-
-
Hinton, G.1
-
19
-
-
84879878330
-
Scaling up spikeand-slab models for unsupervised feature learning
-
I. J. Goodfellow, A. Courville, Y. Bengio, "Scaling Up Spikeand-Slab Models for Unsupervised Feature Learning," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 8, pp. 1902-1914, 2013.
-
(2013)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.35
, Issue.8
, pp. 1902-1914
-
-
Goodfellow, I.J.1
Courville, A.2
Bengio, Y.3
-
21
-
-
59449087310
-
Exploring strategies for training deep neural networks
-
H. Larochelle, Y. Bengio, J. Louradour, P. Lamblin "Exploring Strategies for Training Deep Neural Networks," Journal of Machine Learning Research, Vol. 1 (2009) 1-40.
-
(2009)
Journal of Machine Learning Research
, vol.1
, pp. 1-40
-
-
Larochelle, H.1
Bengio, Y.2
Louradour, J.3
Lamblin, P.4
-
22
-
-
84865369337
-
A threefold dataset for activity and workflow recognition in complex industrial environments
-
A. Voulodimos, D. Kosmopoulos, G. Vasileiou, E. Sardis, V. Anagnostopoulos, C. Lalos, A. Doulamis, and T. Varvarigou, "A threefold dataset for activity and workflow recognition in complex industrial environments," IEEE Multimedia Magazine, Vol. 19, No. 3, pp42-52, 2012.
-
(2012)
IEEE Multimedia Magazine
, vol.19
, Issue.3
, pp. 42-52
-
-
Voulodimos, A.1
Kosmopoulos, D.2
Vasileiou, G.3
Sardis, E.4
Anagnostopoulos, V.5
Lalos, C.6
Doulamis, A.7
Varvarigou, T.8
-
23
-
-
77950493700
-
An architecture for self configurable video supervision
-
Vancouver, Canada, October
-
A. Doulamis, D. Kosmopoulos, E. Sardis, T. Varvarigou, "An Architecture for Self Configurable Video Supervision," ACM Workshop on Analysis and Retrieval of Events, Actions, Workflows in Video Streams in Conjunction with ACM Multimedia, pp. 97-104, Vancouver, Canada, October 2008.
-
(2008)
ACM Workshop on Analysis and Retrieval of Events, Actions, Workflows in Video Streams in Conjunction with ACM Multimedia
, pp. 97-104
-
-
Doulamis, A.1
Kosmopoulos, D.2
Sardis, E.3
Varvarigou, T.4
-
24
-
-
84897417805
-
Efficient tracking using a robust motion estimation technique
-
Springer February
-
C. Lalos, A. Voulodimos, A. Doulamis, and T. Varvarigou, "Efficient tracking using a robust motion estimation technique," Multimedia Tools and Applications, Springer, pp. 1-16, February 2012.
-
(2012)
Multimedia Tools and Applications
, pp. 1-16
-
-
Lalos, C.1
Voulodimos, A.2
Doulamis, A.3
Varvarigou, T.4
-
25
-
-
84856860552
-
Improving multi-camera activity recognition by employing neural network based readjustment
-
A. S. Voulodimos, N. D. Doulamis, D. I. Kosmopoulos, and T. A. Varvarigou, "Improving multi-camera activity recognition by employing neural network based readjustment," Applied Artificial Intelligence, vol. 26, no. 1-2, pp. 97-118, 2012.
-
(2012)
Applied Artificial Intelligence
, vol.26
, Issue.1-2
, pp. 97-118
-
-
Voulodimos, A.S.1
Doulamis, N.D.2
Kosmopoulos, D.I.3
Varvarigou, T.A.4
-
26
-
-
84856095851
-
Bayesian filter based behavior recognition in workflows allowing for user feedback
-
March
-
D. I. Kosmopoulos, N. D. Doulamis, A. S. Voulodimos, "Bayesian filter based behavior recognition in workflows allowing for user feedback," Computer Vision and Image Understanding, Elsevier, vol. 116, no. 3, pp. 422-434, March 2012.
-
(2012)
Computer Vision and Image Understanding, Elsevier
, vol.116
, Issue.3
, pp. 422-434
-
-
Kosmopoulos, D.I.1
Doulamis, N.D.2
Voulodimos, A.S.3
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