-
1
-
-
84904482232
-
-
Technical Report 001, MIT Center for Brains, Minds and Machines
-
Anselmi, Fabio, Leibo, Joel Z, Rosasco, Lorenzo, Mutch, Jim, Tacchetti, Andrea, and Poggio, Tomaso. Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning? Technical Report 001, MIT Center for Brains, Minds and Machines, 2014.
-
(2014)
Unsupervised Learning of Invariant Representations with Low Sample Complexity: The Magic of Sensory Cortex or A New Framework for Machine Learning?
-
-
Anselmi, F.1
Leibo, J.Z.2
Rosasco, L.3
Mutch, J.4
Tacchetti, A.5
Poggio, T.6
-
2
-
-
84879854889
-
Representation learning: A review and new perspectives
-
February
-
Bengio, Y., Courville, A., and Vincent, P. Representation Learning: A Review and New Perspectives. IEEE transactions on pattern analysis and machine intelligence, pp. 1–30, February 2013.
-
(2013)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, pp. 1-30
-
-
Bengio, Y.1
Courville, A.2
Vincent, P.3
-
3
-
-
84857819132
-
Theano: A CPU and GPU math compiler in python
-
Bergstra, J., Breuleux, O., Bastien, F., Lamblin, P., Pascanu, R., Desjardins, G., Turian, J., Warde-Farley, D., and Bengio, Y. Theano: A CPU and GPU math compiler in Python. In Proceedings of the Python for Scientific Computing Conference (SciPy), pp. 1–7, 2010.
-
(2010)
Proceedings of the Python for Scientific Computing Conference (SciPy)
, pp. 1-7
-
-
Bergstra, J.1
Breuleux, O.2
Bastien, F.3
Lamblin, P.4
Pascanu, R.5
Desjardins, G.6
Turian, J.7
Warde-Farley, D.8
Bengio, Y.9
-
7
-
-
80052250414
-
Adaptive subgradient methods for online learning and stochastic optimization
-
Duchi, John, Hazan, Elad, and Singer, Yoram. Adaptive Subgradient Methods for Online Learning and Stochastic Optimization. Journal of Machine Learning Research, 12(Jul):2121–2159, 2011.
-
(2011)
Journal of Machine Learning Research
, vol.12
, Issue.Jul
, pp. 2121-2159
-
-
Duchi, J.1
Hazan, E.2
Singer, Y.3
-
9
-
-
84937963254
-
Fast training of pose detectors in the fourier domain
-
Henriques, Joao F., Martins, Pedro, Caseiro, Rui, and Batista, Jorge. Fast Training of Pose Detectors in the Fourier Domain. In Advances in neural information processing systems, 2014.
-
(2014)
Advances in Neural Information Processing Systems
-
-
Henriques, J.F.1
Martins, P.2
Caseiro, R.3
Batista, J.4
-
10
-
-
84883152678
-
Transforming auto-encoders
-
Helsinki
-
Hinton, GE, Krizhevsky, A, and Wang, SD. Transforming auto-encoders. ICANN-11: International Conference on Artificial Neural Networks, Helsinki, 2011.
-
(2011)
ICANN-11: International Conference on Artificial Neural Networks
-
-
Hinton, G.E.1
Krizhevsky, A.2
Wang, S.D.3
-
11
-
-
0003550835
-
-
Springer-Verlag New York, Inc., Secaucus, NJ, USA
-
Kanatani, K. Group Theoretical Methods in Image Understanding. Springer-Verlag New York, Inc., Secaucus, NJ, USA, 1990. ISBN 0387512535.
-
(1990)
Group Theoretical Methods in Image Understanding
-
-
Kanatani, K.1
-
13
-
-
5044231640
-
Learning methods for generic object recognition with invariance to pose and lighting
-
LeCun, Y. and Bottou, L. Learning methods for generic object recognition with invariance to pose and lighting. Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004., 2:97–104, 2004. doi: 10.1109/CVPR.2004. 1315150.
-
(2004)
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004
, vol.2
, pp. 97-104
-
-
LeCun, Y.1
Bottou, L.2
-
16
-
-
35548935651
-
Learning the lie groups of visual invariance
-
October
-
Miao, X. and Rao, R. P. N. Learning the Lie groups of visual invariance. Neural computation, 19 (10):2665–93, October 2007.
-
(2007)
Neural Computation
, vol.19
, Issue.10
, pp. 2665-2693
-
-
Miao, X.1
Rao, R.P.N.2
-
17
-
-
84937955008
-
Modeling deep temporal dependencies with recurrent grammar cells
-
Michalski, Vincent, Memisevic, Roland, and Konda, K. Modeling Deep Temporal Dependencies with Recurrent Grammar Cells. In Advances in neural information processing systems, pp. 1–9, 2014.
-
(2014)
Advances in Neural Information Processing Systems
, pp. 1-9
-
-
Michalski, V.1
Memisevic, R.2
Konda, K.3
-
18
-
-
36749046091
-
Rotation matrices for real spherical harmonics: General rotations of atomic orbitals in space-fixed axes
-
February
-
Pinchon, Didier and Hoggan, Philip E. Rotation matrices for real spherical harmonics: general rotations of atomic orbitals in space-fixed axes. Journal of Physics A: Mathematical and Theoretical, 40(7):1597–1610, February 2007. ISSN 1751-8113.
-
(2007)
Journal of Physics A: Mathematical and Theoretical
, vol.40
, Issue.7
, pp. 1597-1610
-
-
Pinchon, D.1
Hoggan, P.E.2
-
20
-
-
77953212350
-
Fast computation of 3D spherical fourier harmonic descriptors - a complete orthonormal basis for a rotational invariant representation of three-dimensional objects
-
Skibbe, Henrik, Wang, Qing, and Reisert, Marco. Fast computation of 3d spherical fourier harmonic descriptors - a complete orthonormal basis for a rotational invariant representation of three-dimensional objects. In IEEE International Workshop on 3-D Digital Imaging and Modeling (3DIM 2009), in conjunction with the ICCV 2009, pp. 1863-1869, 2009.
-
(2009)
IEEE International Workshop on 3-D Digital Imaging and Modeling (3DIM 2009), in Conjunction with the ICCV 2009
, pp. 1863-1869
-
-
Skibbe, H.1
Wang, Q.2
Reisert, M.3
-
21
-
-
85005940642
-
Steps toward a theory of visual information: Active perception, signal-to-symbol conversion and the interplay between sensing and control
-
Soatto, Stefano. Steps Toward a Theory of Visual Information: Active Perception, Signal-to-Symbol Conversion and the Interplay Between Sensing and Control. CoRR, abs/1110.2, 2012.
-
(2012)
CoRR
-
-
Soatto, S.1
-
23
-
-
0004229946
-
-
John Wiley & Sons, New York, London, Sydney, Toronto, 2nd edition
-
Sugiura, Mitsuo. Unitary Representations and Harmonic Analysis. John Wiley & Sons, New York, London, Sydney, Toronto, 2nd edition, 1990.
-
(1990)
Unitary Representations and Harmonic Analysis
-
-
Sugiura, M.1
-
24
-
-
79955715072
-
Lie group transformation models for predictive video coding
-
Wang, CM, Shol-Dickstein, J, Tosic, Ivana, and Olshausen, Bruno A. Lie Group Transformation Models for Predictive Video Coding. Data Compression Conference, pp. 83–92, 2011.
-
(2011)
Data Compression Conference
, pp. 83-92
-
-
Wang, C.M.1
Shol-Dickstein, J.2
Tosic, I.3
Olshausen, B.A.4
|