-
1
-
-
84899552202
-
Satellites track precipitation of super typhoon Haiyan
-
P. Nguyen, S. Sellars, A. Thorstensen, Y. Tao, H. Ashouri, D. Braithwaite, K. Hsu, and S. Sorooshian, "Satellites track precipitation of super typhoon Haiyan, " Eos, Trans. Amer. Geophys. Union, vol. 95, no. 16, pp. 133-135, 2014.
-
(2014)
Eos, Trans. Amer. Geophys. Union
, vol.95
, Issue.16
, pp. 133-135
-
-
Nguyen, P.1
Sellars, S.2
Thorstensen, A.3
Tao, Y.4
Ashouri, H.5
Braithwaite, D.6
Hsu, K.7
Sorooshian, S.8
-
2
-
-
13244261088
-
Precipitation estimation from remotely sensed imagery using an artificial neural network cloud classification system
-
Y. Hong, K. Hsu, S. Sorooshian, and X. Gao, "Precipitation estimation from remotely sensed imagery using an artificial neural network cloud classification system, " J. Appl. Meteorol., vol. 43, no. 12, pp. 1834-1852, 2004.
-
(2004)
J. Appl. Meteorol.
, vol.43
, Issue.12
, pp. 1834-1852
-
-
Hong, Y.1
Hsu, K.2
Sorooshian, S.3
Gao, X.4
-
3
-
-
84908476182
-
Deep learning to classify difference image for image change detection
-
J. Zhao, M. Gong, J. Liu, and L. Jiao, "Deep learning to classify difference image for image change detection, " in Proc. Int. Jt. Conf. Neural Netw. (IJCNN2014), pp. 411-417, 2014.
-
(2014)
Proc. Int. Jt. Conf. Neural Netw. (IJCNN2014)
, pp. 411-417
-
-
Zhao, J.1
Gong, M.2
Liu, J.3
Jiao, L.4
-
4
-
-
84908471183
-
Deep neural networks for Mandarin tone recognition
-
M. Chen, Z. Yang, and W. Liu, "Deep neural networks for Mandarin tone recognition, " in Proc. Int. Jt. Conf. Neural Netw. (IJCNN2014), pp. 1154-1158, 2014.
-
(2014)
Proc. Int. Jt. Conf. Neural Netw. (IJCNN2014)
, pp. 1154-1158
-
-
Chen, M.1
Yang, Z.2
Liu, W.3
-
6
-
-
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. 25th Int. Conf. Mach. Learn. (ICML'08), pp. 1096-1103, 2008.
-
(2008)
Proc. 25th Int. Conf. Mach. Learn. (ICML'08)
, pp. 1096-1103
-
-
Vincent, P.1
Larochelle, H.2
Bengio, Y.3
Manzagol, P.4
-
7
-
-
84950990635
-
Forecasting the weather of Nevada: A deep learning approach
-
M. Hossain, B. Rekabdar, S. Louis, and S. Dascalu, "Forecasting the weather of Nevada: A deep learning approach, " in Proc. Int. Jt. Conf. Neural Netw. (IJCNN2015), pp. 1-6, 2015.
-
(2015)
Proc. Int. Jt. Conf. Neural Netw. (IJCNN2015)
, pp. 1-6
-
-
Hossain, M.1
Rekabdar, B.2
Louis, S.3
Dascalu, S.4
-
8
-
-
84961392473
-
A deep neural network modeling framework to reduce bias in satellite precipitation products
-
Y. Tao, X. Gao, K. Hsu, S. Sorooshian, and A. Ihler, "A deep neural network modeling framework to reduce bias in satellite precipitation products, " J. Hydrometeorol., vol. 17, no. 3: 931-945, 2016.
-
(2016)
J. Hydrometeorol.
, vol.17
, Issue.3
, pp. 931-945
-
-
Tao, Y.1
Gao, X.2
Hsu, K.3
Sorooshian, S.4
Ihler, A.5
-
9
-
-
69349090197
-
Learning deep architectures for AI
-
Y. Bengio, "Learning deep architectures for AI, " Foundat. And Trends Mach. Learn., vol. 2, no. 1, pp. 1-127, 2009.
-
(2009)
Foundat. and Trends Mach. Learn.
, vol.2
, Issue.1
, pp. 1-127
-
-
Bengio, Y.1
-
10
-
-
79551480483
-
Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
-
P. Vincent, H. Larochelle, I. Lajoie, Y. Bengio, and P. Manzagol, "Stacked denoising autoencoders: learning useful representations in a deep network with a local denoising criterion, " J. Mach. Learn Res., vol. 11, pp. 3371-3408, 2010.
-
(2010)
J. Mach. Learn Res.
, vol.11
, pp. 3371-3408
-
-
Vincent, P.1
Larochelle, H.2
Lajoie, I.3
Bengio, Y.4
Manzagol, P.5
-
11
-
-
84865114495
-
Reading digits in natural images with unsupervised feature learning
-
Y. Netzer, T. Wang, A. Coates, A. Bissacco, B. Wu, and A. Ng, "Reading digits in natural images with unsupervised feature learning, " in NIPS workshop on deep learning and unsupervised feature learning, 2011.
-
(2011)
NIPS Workshop on Deep Learning and Unsupervised Feature Learning
-
-
Netzer, Y.1
Wang, T.2
Coates, A.3
Bissacco, A.4
Wu, B.5
Ng, A.6
-
13
-
-
84877728447
-
Image denoising and inpainting with deep neural networks
-
J. Xie, L. Xu, and E. Chen, "Image denoising and inpainting with deep neural networks, " in Proc. Adv. Neural. Inf. Process. Syst. (NIPS2012), pp. 341-349, 2012.
-
(2012)
Proc. Adv. Neural. Inf. Process. Syst. (NIPS2012)
, pp. 341-349
-
-
Xie, J.1
Xu, L.2
Chen, E.3
-
14
-
-
84908476432
-
Feature ensemble learning based on sparse autoencoders for image classification
-
Y. Lu, L. Zhang, B. Wang, and J. Yang, "Feature ensemble learning based on sparse autoencoders for image classification, " in Proc. Int. Jt. Conf. Neural Netw. (IJCNN2014), pp. 1739-1745, 2014.
-
(2014)
Proc. Int. Jt. Conf. Neural Netw. (IJCNN2014)
, pp. 1739-1745
-
-
Lu, Y.1
Zhang, L.2
Wang, B.3
Yang, J.4
-
15
-
-
0002834189
-
Autoencoders, minimum description length and Helmholtz free energy
-
G. Hinton, and R. Zemel, "Autoencoders, minimum description length and Helmholtz free energy, " in Proc. Adv. Neural. Inf. Process. Syst. (NIPS1994), pp. 3-3, 1994.
-
(1994)
Proc. Adv. Neural. Inf. Process. Syst. (NIPS1994)
, pp. 3
-
-
Hinton, G.1
Zemel, R.2
-
16
-
-
84890471125
-
On rectified linear units for speech processing
-
M. Zeiler, M. Ranzato, R. Monga, M. Mao, K. Yang, Q. Le, P. Nguyen, A. Senior, V. Vanhoucke, J. Dean, and G. Hinton, "On rectified linear units for speech processing, " in Proc. ICASSP, pp. 3517-3521, 2013.
-
(2013)
Proc. ICASSP
, pp. 3517-3521
-
-
Zeiler, M.1
Ranzato, M.2
Monga, R.3
Mao, M.4
Yang, K.5
Le, Q.6
Nguyen, P.7
Senior, A.8
Vanhoucke, V.9
Dean, J.10
Hinton, G.11
-
17
-
-
80053437034
-
On optimization methods for deep learning
-
Q. Le, J. Ngiam, A. Coates, A. Lahiri, B. Prochnow, and A. Ng, "On optimization methods for deep learning, " in Proc. 28th Int. Conf. Mach. Learn. (ICML'11), pp. 265-272, 2011.
-
(2011)
Proc. 28th Int. Conf. Mach. Learn. (ICML'11)
, pp. 265-272
-
-
Le, Q.1
Ngiam, J.2
Coates, A.3
Lahiri, A.4
Prochnow, B.5
Ng, A.6
-
18
-
-
70049094447
-
Sparse feature learning for deep belief networks
-
M. Ranzato, Y. Boureau, and Y. LeCun, "Sparse feature learning for deep belief networks, " in Proc. Adv. Neural. Inf. Process. Syst. (NIPS2007), pp. 1185-1192, 2007.
-
(2007)
Proc. Adv. Neural. Inf. Process. Syst. (NIPS2007)
, pp. 1185-1192
-
-
Ranzato, M.1
Boureau, Y.2
Lecun, Y.3
-
19
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
G. Hinton, S. Osindero, and Y. Teh, "A fast learning algorithm for deep belief nets, " Neural Comput., vol. 18, no. 7, pp. 1527-1554, 2006.
-
(2006)
Neural Comput.
, vol.18
, Issue.7
, pp. 1527-1554
-
-
Hinton, G.1
Osindero, S.2
Teh, Y.3
-
20
-
-
0031399333
-
Precipitation estimation from remotely sensed information using artificial neural networks
-
K. Hsu, X. Gao, S. Sorooshian, and H. Gupta, "Precipitation estimation from remotely sensed information using artificial neural networks, " J. Appl. Meteorol., vol. 36, no. 9, pp. 1176-1190, 1997.
-
(1997)
J. Appl. Meteorol.
, vol.36
, Issue.9
, pp. 1176-1190
-
-
Hsu, K.1
Gao, X.2
Sorooshian, S.3
Gupta, H.4
-
21
-
-
77952649744
-
PERSIANN-MSA: A precipitation estimation method from satellite-based multispectral analysis
-
A. Behrangi, K. Hsu, B. Imam, S. Sorooshian, G. Huffman, and R. Kuligowski, "PERSIANN-MSA: A precipitation estimation method from satellite-based multispectral analysis, " J. Hydrometeorol., vol. 10, no. 6, pp. 1414-1429, 2009.
-
(2009)
J. Hydrometeorol.
, vol.10
, Issue.6
, pp. 1414-1429
-
-
Behrangi, A.1
Hsu, K.2
Imam, B.3
Sorooshian, S.4
Huffman, G.5
Kuligowski, R.6
|