-
2
-
-
0029411030
-
An information maximisation approach to blind separation and blind deconvolution
-
Anthony J. Bell and Terry J. Sejnowski. An information maximisation approach to blind separation and blind deconvolution. Neural Computation, 7(6):1129-1159, 1995.
-
(1995)
Neural Computation
, vol.7
, Issue.6
, pp. 1129-1159
-
-
Bell, A.J.1
Sejnowski, T.J.2
-
4
-
-
85028639150
-
A Morphable Model for the Synthesis of 3D Faces
-
Proceedings of SIGGRAPH 99, August
-
Volker Blanz and Thomas Vetter. A Morphable Model for the Synthesis of 3D Faces. In Proceedings of SIGGRAPH 99, Computer Graphics Proceedings, Annual Conference Series, pages 187-194, August 1999.
-
(1999)
Computer Graphics Proceedings, Annual Conference Series
, pp. 187-194
-
-
Blanz, V.1
Vetter, T.2
-
6
-
-
27144489164
-
A Tutorial on Support Vector Machines for Pattern Recognition
-
Christopher J. C. Burges. A Tutorial on Support Vector Machines for Pattern Recognition. Knowledge Discovery and Data Mining, 2(2):121-167, 1998.
-
(1998)
Knowledge Discovery and Data Mining
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
7
-
-
0034450109
-
Sampling plausible solutions to multi-body constraint problems
-
July
-
Stephen Chenney and D. A. Forsyth. Sampling plausible solutions to multi-body constraint problems. In Proceedings of ACM SIGGRAPH 2000, pages 219-228, July 2000.
-
(2000)
Proceedings of ACM SIGGRAPH 2000
, pp. 219-228
-
-
Chenney, S.1
Forsyth, D.A.2
-
9
-
-
0002282678
-
Probability, frequency, and reasonable expectation
-
Richard T. Cox. Probability, frequency, and reasonable expectation. American J. of Physics, 14(1):1-13, 1946.
-
(1946)
American J. of Physics
, vol.14
, Issue.1
, pp. 1-13
-
-
Cox, R.T.1
-
11
-
-
22844456607
-
The Role of Occam's Razor in Knowledge Discovery
-
Pedro Domingos. The Role of Occam's Razor in Knowledge Discovery. Data Mining and Knowledge Discovery, 3:409-425, 1999.
-
(1999)
Data Mining and Knowledge Discovery
, vol.3
, pp. 409-425
-
-
Domingos, P.1
-
12
-
-
0028482417
-
The Paradoxical Success of Fuzzy Logic
-
August
-
Charles Elkan. The Paradoxical Success of Fuzzy Logic. IEEE Expert, pages 3-8, August 1994.
-
(1994)
IEEE Expert
, pp. 3-8
-
-
Elkan, C.1
-
18
-
-
0001646121
-
Variational learning for switching state-space models
-
Zoubin Ghahramani and Geoff E. Hinton. Variational learning for switching state-space models. Neural Computation, 12(4):963-996, 1998.
-
(1998)
Neural Computation
, vol.12
, Issue.4
, pp. 963-996
-
-
Ghahramani, Z.1
Hinton, G.E.2
-
19
-
-
84899008192
-
Learning nonlinear dynamical systems using an EM algorithm
-
MIT Press
-
Zoubin Ghahramani and Sam Roweis. Learning nonlinear dynamical systems using an EM algorithm. In Proc. NIPS 11, pages 431-437. MIT Press, 1998.
-
(1998)
Proc. NIPS 11
, pp. 431-437
-
-
Ghahramani, Z.1
Roweis, S.2
-
21
-
-
0032136153
-
CONDENSATION - Conditional density propagation for visual tracking
-
Michael Isard and Andrew Blake. CONDENSATION - conditional density propagation for visual tracking. Int. J. Computer Vision, 29(1):5-28, 1998.
-
(1998)
Int. J. Computer Vision
, vol.29
, Issue.1
, pp. 5-28
-
-
Isard, M.1
Blake, A.2
-
24
-
-
0020187981
-
On the Rationale of Maximum-Entropy Methods
-
Edwin T. Jaynes. On the Rationale of Maximum-Entropy Methods. Proc. IEEE, 70(9):939-952, 1982.
-
(1982)
Proc. IEEE
, vol.70
, Issue.9
, pp. 939-952
-
-
Jaynes, E.T.1
-
25
-
-
0035686705
-
Learning Flexible Sprites in Video Layers
-
Nebojsa Jojic and Brendan Frey. Learning Flexible Sprites in Video Layers. In Proc. CVPR 2001, 2001.
-
(2001)
Proc. CVPR 2001
-
-
Jojic, N.1
Frey, B.2
-
28
-
-
0025236073
-
Application of the Karhunen-Loève Procedure for the Characterization of Human Faces
-
January
-
M. Kirby and L. Sirovich. Application of the Karhunen-Loève Procedure for the Characterization of Human Faces. IEEE Trans. On Pattern Analysis and Machine Intelligence, 12(1):103-108, January 1990.
-
(1990)
IEEE Trans. on Pattern Analysis and Machine Intelligence
, vol.12
, Issue.1
, pp. 103-108
-
-
Kirby, M.1
Sirovich, L.2
-
30
-
-
0036993197
-
Motion Texture: A Two-Level Statistical Model for Character Motion Synthesis
-
July
-
Yan Li, Tianshu Wang, and Heung-Yeung Shum. Motion Texture: A Two-Level Statistical Model for Character Motion Synthesis. ACM Transactions on Graphics, 21(3):465-472, July 2002.
-
(2002)
ACM Transactions on Graphics
, vol.21
, Issue.3
, pp. 465-472
-
-
Li, Y.1
Wang, T.2
Shum, H.-Y.3
-
31
-
-
0001441372
-
Probable Networks and Plausible Predictions - A Review of Practical Bayesian Methods for Supervised Neural Networks
-
D. J. C. MacKay. Probable Networks and Plausible Predictions - A Review of Practical Bayesian Methods for Supervised Neural Networks. Network: Computation in Neural Systems, 6:469-505, 1995.
-
(1995)
Network: Computation in Neural Systems
, vol.6
, pp. 469-505
-
-
MacKay, D.J.C.1
-
33
-
-
0003319647
-
Introduction to Gaussian processes
-
C. M. Bishop, editor, Kluwer Academic Press
-
David J. C. MacKay. Introduction to Gaussian processes. In C. M. Bishop, editor, Neural Networks and Machine Learning, pages 133-166. Kluwer Academic Press, 1998.
-
(1998)
Neural Networks and Machine Learning
, pp. 133-166
-
-
MacKay, D.J.C.1
-
34
-
-
8844273683
-
A Data-Driven Reflectance Model
-
July
-
Wojciech Matusik, Hanspeter Pfister, Matt Brand, and Leonard McMillan. A Data-Driven Reflectance Model. ACM Transactions on Graphics (SIGGRAPH 2003), 22(3), July 2003.
-
(2003)
ACM Transactions on Graphics (SIGGRAPH 2003)
, vol.22
, Issue.3
-
-
Matusik, W.1
Pfister, H.2
Brand, M.3
McMillan, L.4
-
35
-
-
33845576492
-
-
Technical Report University of Washington Statistics Dept
-
Marina Meilə. The Multicut Lemma. Technical Report TR417, University of Washington Statistics Dept, 2002.
-
(2002)
The Multicut Lemma
-
-
Meilə, M.1
-
36
-
-
84898970836
-
Kernel PCA and de-noising in feature spaces
-
MIT Press
-
Sebastian Mika, Bernhard Schölkopf, Alex Smola, Klaus-Robert Müller, Matthias Scholz, and Gunnar Rätsch. Kernel PCA and de-noising in feature spaces. In Proc. NIPS. MIT Press, 1999.
-
(1999)
Proc. NIPS
-
-
Mika, S.1
Schölkopf, B.2
Smola, A.3
Müller, K.-R.4
Scholz, M.5
Rätsch, G.6
-
38
-
-
0002788893
-
A view of the EM algorithm that justifies incremental, sparse, and other variants
-
M. I. Jordan, editor, Kluwer Academic Publishers
-
Radford M. Neal and Geoff E. Hinton. A view of the EM algorithm that justifies incremental, sparse, and other variants. In M. I. Jordan, editor, Learning in Graphical Models, pages 355-368. Kluwer Academic Publishers, 1998.
-
(1998)
Learning in Graphical Models
, pp. 355-368
-
-
Neal, R.M.1
Hinton, G.E.2
-
39
-
-
84899013108
-
On Spectral Clustering: Analysis and an algorithm
-
MIT Press
-
Andrew Y. Ng, Michael Jordan, and Yair Weiss. On Spectral Clustering: Analysis and an algorithm. In Proc. NIPS 14. MIT Press, 2002.
-
(2002)
Proc. NIPS 14
-
-
Ng, A.Y.1
Jordan, M.2
Weiss, Y.3
-
40
-
-
84898993749
-
Learning Switching Linear Models of Human Motion
-
MIT Press
-
Vladimir Pavlović, James M. Rehg, and John MacCormick. Learning Switching Linear Models of Human Motion. In Proc. NIPS 13. MIT Press, 2001.
-
(2001)
Proc. NIPS 13
-
-
Pavlović, V.1
Rehg, J.M.2
MacCormick, J.3
-
43
-
-
0030422313
-
IMPROV: A System for Scripting Interactive Actors in Virtual Worlds
-
August
-
Ken Perlin and Athomas Goldberg. IMPROV: A System for Scripting Interactive Actors in Virtual Worlds. In Proceedings of SIGGRAPH 96, pages 205-216, August 1996.
-
(1996)
Proceedings of SIGGRAPH 96
, pp. 205-216
-
-
Perlin, K.1
Goldberg, A.2
-
44
-
-
0024610919
-
A tutorial on hidden Markov models and its application to speech recognition
-
February
-
L. R. Rabiner. A tutorial on hidden Markov models and its application to speech recognition. IEEE, 17:257-286, February 1989.
-
(1989)
IEEE
, vol.17
, pp. 257-286
-
-
Rabiner, L.R.1
-
46
-
-
84937559183
-
Face Identification by Fitting a 3D Morphable Model using Linear Shape and Texture Error Functions
-
May
-
Sami Romdhani, Volker Blanz, and Thomas Vetter. Face Identification by Fitting a 3D Morphable Model using Linear Shape and Texture Error Functions. In Proc. ECCV 2002, pages 3-19, May 2002.
-
(2002)
Proc. ECCV 2002
, pp. 3-19
-
-
Romdhani, S.1
Blanz, V.2
Vetter, T.3
-
47
-
-
84864056992
-
Learning Generative Models of Affinity Matrices
-
To appear
-
Rómer Rosales and Brendan Frey. Learning Generative Models of Affinity Matrices. In Proc. UAI 2003, 2003. To appear.
-
(2003)
Proc. UAI 2003
-
-
Rosales, R.1
Frey, B.2
-
48
-
-
84898929664
-
EM algorithms for PCA and SPCA
-
Sam T. Roweis. EM algorithms for PCA and SPCA. In Proc. NIPS 10, pages 626-632, 1998.
-
(1998)
Proc. NIPS 10
, pp. 626-632
-
-
Roweis, S.T.1
-
49
-
-
0034704222
-
Nonlinear Dimensionality Reduction by Locally Linear Embedding
-
December
-
Sam T. Roweis and Lawrence K. Saul. Nonlinear Dimensionality Reduction by Locally Linear Embedding. Science, 290(5500):2323-2326, December 2000.
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
51
-
-
0034449452
-
Video Textures
-
July
-
Arno Schödl, Richard Szeliski, David H. Salesin, and Irfan Essa. Video Textures. Proceedings of SIGGRAPH 2000, pages 489-498, July 2000.
-
(2000)
Proceedings of SIGGRAPH 2000
, pp. 489-498
-
-
Schödl, A.1
Szeliski, R.2
Salesin, D.H.3
Essa, I.4
-
52
-
-
0347243182
-
Nonlinear component analysis as a kernel eigenvalue problem
-
Bernhard Schölkopf, Alexander Smola, and Klaus-Robert Müller. Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation, 10:1299-1319, 1998.
-
(1998)
Neural Computation
, vol.10
, pp. 1299-1319
-
-
Schölkopf, B.1
Smola, A.2
Müller, K.-R.3
-
54
-
-
1242294984
-
Automatic Alignment of Hidden Representations
-
MIT Press
-
Yee Whye Teh and Sam T. Roweis. Automatic Alignment of Hidden Representations. In Proc. NIPS 15. MIT Press, 2003.
-
(2003)
Proc. NIPS 15
-
-
Teh, Y.W.1
Roweis, S.T.2
-
55
-
-
0034704229
-
A Global Geometric Framework for Nonlinear Dimensionality Reduction
-
December
-
Joshua B. Tenenbaum, Vin de Silva, and John C. Langford. A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science, 5500(290):2319-2323, December 2000.
-
(2000)
Science
, vol.5500
, Issue.290
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
58
-
-
0037642802
-
Robust object detection using a boosted cascade of simple features
-
Paul Viola and Michael Jones. Robust object detection using a boosted cascade of simple features. In Proc. CVPR 2001, 2001.
-
(2001)
Proc. CVPR 2001
-
-
Viola, P.1
Jones, M.2
-
59
-
-
0033285447
-
Segmentation using eigenvectors: A unifying view
-
Yair Weiss. Segmentation using eigenvectors: a unifying view. In Proc. ICCV 99, pages 975-982, 1999.
-
(1999)
Proc. ICCV 99
, pp. 975-982
-
-
Weiss, Y.1
-
62
-
-
0141695638
-
Understanding Belief Propagation and Its Generalizations
-
Gerhard Lakemeyer and Bernhard Nebel, editors, Morgan Kaufman
-
Jonathan S. Yedidia, William T. Freeman, and Yair Weiss. Understanding Belief Propagation and Its Generalizations. In Gerhard Lakemeyer and Bernhard Nebel, editors, Exploring Artificial Intelligence in the New Millenium. Morgan Kaufman, 2003.
-
(2003)
Exploring Artificial Intelligence in the New Millenium
-
-
Yedidia, J.S.1
Freeman, W.T.2
Weiss, Y.3
|