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Yann LeCun Vis

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*2009
59EEPiotr W. Mirowski, Yann LeCun: Dynamic Factor Graphs for Time Series Modeling. ECML/PKDD (2) 2009: 128-143
58EEKay Yu, Ruslan Salakhutdinov, Yann LeCun, Geoffrey E. Hinton, Yoshua Bengio: Workshop summary: Workshop on learning feature hierarchies. ICML 2009: 165
57EEPierre Sermanet, Raia Hadsell, Marco Scoffier, Matt Grimes, Jan Ben, Ayse Erkan, Chris Crudele, Urs Miller, Yann LeCun: A multirange architecture for collision-free off-road robot navigation. J. Field Robotics 26(1): 52-87 (2009)
56EERaia Hadsell, Pierre Sermanet, Jan Ben, Ayse Erkan, Marco Scoffier, Koray Kavukcuoglu, Urs Muller, Yann LeCun: Learning long-range vision for autonomous off-road driving. J. Field Robotics 26(2): 120-144 (2009)
2008
55EEPierre Sermanet, Raia Hadsell, Marco Scoffier, Urs Muller, Yann LeCun: Mapping and planning under uncertainty in mobile robots with long-range perception. IROS 2008: 2525-2530
54EERaia Hadsell, Ayse Erkan, Pierre Sermanet, Marco Scoffier, Urs Muller, Yann LeCun: Deep belief net learning in a long-range vision system for autonomous off-road driving. IROS 2008: 628-633
53EEAndrew W. Fitzgibbon, Camillo J. Taylor, Yann LeCun: Editorial. International Journal of Computer Vision 80(1): 1-2 (2008)
2007
52 Piotr W. Mirowski, Deepak Madhavan, Yann LeCun: Time-Delay Neural Networks and Independent Component Analysis for EEG-Based Prediction of Epileptic Seizures Propagation. AAAI 2007: 1892-1983
51EEMarc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun: Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition. CVPR 2007
50EEMarc'Aurelio Ranzato, Yann LeCun: A Sparse and Locally Shift Invariant Feature Extractor Applied to Document Images. ICDAR 2007: 1213-1217
49EEYann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu Jie Huang: Energy-Based Models in Document Recognition and Computer Vision. ICDAR 2007: 337-341
48EEAyse Erkan, Raia Hadsell, Pierre Sermanet, Jan Ben, Urs Muller, Yann LeCun: Adaptive long range vision in unstructured terrain. IROS 2007: 2421-2426
47EESumit Chopra, Trivikraman Thampy, John Leahy, Andrew Caplin, Yann LeCun: Discovering the hidden structure of house prices with a non-parametric latent manifold model. KDD 2007: 173-182
46EEMarc'Aurelio Ranzato, Y-Lan Boureau, Yann LeCun: Sparse Feature Learning for Deep Belief Networks. NIPS 2007
45EERaia Hadsell, Pierre Sermanet, Jan Ben, Ayse Erkan, Jeff Han, Urs Muller, Yann LeCun: Online Learning for Offroad Robots: Spatial Label Propagation to Learn Long-Range Traversability. Robotics: Science and Systems 2007
44EEMarc'Aurelio Ranzato, P. E. Taylor, J. M. House, R. C. Flagan, Yann LeCun, Pietro Perona: Automatic recognition of biological particles in microscopic images. Pattern Recognition Letters 28(1): 31-39 (2007)
2006
43EEFu Jie Huang, Yann LeCun: Large-scale Learning with SVM and Convolutional for Generic Object Categorization. CVPR (1) 2006: 284-291
42EERaia Hadsell, Sumit Chopra, Yann LeCun: Dimensionality Reduction by Learning an Invariant Mapping. CVPR (2) 2006: 1735-1742
41EEMarc'Aurelio Ranzato, Christopher S. Poultney, Sumit Chopra, Yann LeCun: Efficient Learning of Sparse Representations with an Energy-Based Model. NIPS 2006: 1137-1144
40EEMargarita Osadchy, Yann LeCun, Matthew L. Miller: Synergistic Face Detection and Pose Estimation with Energy-Based Models. Toward Category-Level Object Recognition 2006: 196-206
2005
39EESumit Chopra, Raia Hadsell, Yann LeCun: Learning a Similarity Metric Discriminatively, with Application to Face Verification. CVPR (1) 2005: 539-546
38EEYann LeCun, Urs Muller, Jan Ben, Eric Cosatto, Beat Flepp: Off-Road Obstacle Avoidance through End-to-End Learning. NIPS 2005
37EEF. Ning, D. Delhomme, Yann LeCun, F. Piano, Léon Bottou, Paolo Emilio Barbano: Toward Automatic Phenotyping of Developing Embryos From Videos. IEEE Transactions on Image Processing 14(9): 1360-1371 (2005)
2004
36EEYann LeCun, Fu Jie Huang, Léon Bottou: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104
35EEMargarita Osadchy, Matthew L. Miller, Yann LeCun: Synergistic Face Detection and Pose Estimation with Energy-Based Models. NIPS 2004
2003
34EELéon Bottou, Yann LeCun: Large Scale Online Learning. NIPS 2003
2002
33EELawrence K. Saul, Daniel D. Lee, Charles L. Isbell, Yann LeCun: Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch. NIPS 2002: 1181-1188
2001
32EELéon Bottou, Patrick Haffner, Yann LeCun: Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-
1999
31EEPatrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun: DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. ICDAR 1999: 625-628
30 Patrick Haffner, Yann LeCun, Léon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers: Color Documents on the Web with DJVU. ICIP (1) 1999: 239-243
29EEYann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio: Object Recognition with Gradient-Based Learning. Shape, Contour and Grouping in Computer Vision 1999: 319-
1998
28 Patrick Haffner, Léon Bottou, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann LeCun: Browsing through High Quality Document Images with DjVu. ADL 1998: 309-318
27EEPatrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun: Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577
26EERama Chellappa, Kunihiko Fukushima, Aggelos K. Katsaggelos, Sun-Yuan Kung, Yann LeCun, Nasser M. Nasrabadi, Tomaso Poggio: Guest Editorial Applications Of Artificial Neural Networks To Image Processing. IEEE Transactions on Image Processing 7(8): 1093-1096 (1998)
1997
25EELéon Bottou, Yoshua Bengio, Yann LeCun: Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494
24EERichard V. Cox, Barry G. Haskell, Yann LeCun, Behzad Shahraray, Lawrence Rabiner: On the Applications of Multimedia Processing to Telecommunications. ICIP (1) 1997: 5-8
1996
23EEPatrice Simard, Yann LeCun, John S. Denker, Bernard Victorri: Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation. Neural Networks: Tricks of the Trade 1996: 239-27
22EEYann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
1995
21EEYoshua Bengio, Yann LeCun, Craig R. Nohl, Christopher J. C. Burges: LeRec: a NN/HMM hybrid for on-line handwriting recognition. Neural Computation 7(6): 1289-1303 (1995)
1994
20 Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Machine Learning Algorithms. ICML 1994: 53-61
19EEVladimir Vapnik, Esther Levin, Yann LeCun: Measuring the VC-Dimension of a Learning Machine. Neural Computation 6(5): 851-876 (1994)
18EEHarris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Ensemble Methods. Neural Computation 6(6): 1289-1301 (1994)
1993
17 Quen-Zong Wu, Yann LeCun, Lawrence D. Jackel, Bor-Shenn Jeng: On-line recognition of limited-vocabulary Chinese character using multiple convolutional neural networks. ISCAS 1993: 2435-2438
16EEJane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah: Signature Verification Using a Siamese Time Delay Neural Network. NIPS 1993: 737-744
15EEYoshua Bengio, Yann LeCun, Donnie Henderson: Globally Trained Handwritten Word Recognizer Using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models. NIPS 1993: 937-944
14 Jane Bromley, James W. Bentz, Léon Bottou, Isabelle Guyon, Yann LeCun, Cliff Moore, Eduard Säckinger, Roopak Shah: Signature Verification Using A "Siamese" Time Delay Neural Network. IJPRAI 7(4): 669-688 (1993)
13 Christopher J. C. Burges, Jan Ben, John S. Denker, Yann LeCun, Craig R. Nohl: Off Line Recognition of Handwritten Postal Words Using Neural Networks. IJPRAI 7(4): 689-704 (1993)
1992
12EEYann LeCun, Patrice Simard, Barak A. Pearlmutter: Automatic Learning Rate Maximization in Large Adaptive Machines. NIPS 1992: 156-163
11EEPatrice Simard, Yann LeCun, John S. Denker: Efficient Pattern Recognition Using a New Transformation Distance. NIPS 1992: 50-58
10 Ofer Matan, Henry S. Baird, Jane Bromley, Christopher J. C. Burges, John S. Denker, Lawrence D. Jackel, Yann LeCun, Edwin P. D. Pednault, William Satterfield, Charles E. Stenard, Timothy J. Thompson: Reading Handwritten Digits: A ZIP Code Recognition System. IEEE Computer 25(7): 59-63 (1992)
1991
9EEOfer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker: Multi-Digit Recognition Using a Space Displacement Neural Network. NIPS 1991: 488-495
8EEPatrice Simard, Yann LeCun: Reverse TDNN: An Architecture For Trajectory Generation. NIPS 1991: 579-588
7EEPatrice Simard, Bernard Victorri, Yann LeCun, John S. Denker: Tangent Prop - A Formalism for Specifying Selected Invariances in an Adaptive Network. NIPS 1991: 895-903
6EEIsabelle Guyon, P. Albrecht, Yann LeCun, John S. Denker, Wayne E. Hubbard: Design of a neural network character recognizer for a touch terminal. Pattern Recognition 24(2): 105-119 (1991)
1990
5EEJohn S. Denker, Yann LeCun: Transforming Neural-Net Output Levels to Probability Distributions. NIPS 1990: 853-859
4EEYann LeCun, Ido Kanter, Sara A. Solla: Second Order Properties of Error Surfaces. NIPS 1990: 918-924
1989
3EEYann LeCun, Bernhard E. Boser, John S. Denker, Donnie Henderson, R. E. Howard, Wayne E. Hubbard, Lawrence D. Jackel: Handwritten Digit Recognition with a Back-Propagation Network. NIPS 1989: 396-404
2EEYann LeCun, John S. Denker, Sara A. Solla: Optimal Brain Damage. NIPS 1989: 598-605
1988
1EEYann LeCun, Conrad C. Galland, Geoffrey E. Hinton: GEMINI: Gradient Estimation Through Matrix Inversion After Noise Injection. NIPS 1988: 141-148

Coauthor Index

1P. Albrecht [6]
2Henry S. Baird [10]
3Paolo Emilio Barbano [37]
4Jan Ben [13] [38] [45] [48] [56] [57]
5Yoshua Bengio [15] [21] [25] [28] [29] [58]
6James W. Bentz [14]
7Bernhard E. Boser [3]
8Léon Bottou [14] [22] [25] [27] [28] [29] [30] [31] [32] [34] [36] [37]
9Y-Lan Boureau [46] [51]
10Jane Bromley [10] [14] [16]
11Christopher J. C. Burges (Chris Burges) [9] [10] [13] [21]
12Andrew Caplin [47]
13Rama Chellappa [26]
14Sumit Chopra [39] [41] [42] [47] [49]
15Corinna Cortes [18] [20]
16Eric Cosatto [38]
17Richard V. Cox [24]
18Chris Crudele [57]
19D. Delhomme [37]
20John S. Denker [2] [3] [5] [6] [7] [9] [10] [11] [13] [23]
21Harris Drucker [18] [20]
22Ayse Erkan [45] [48] [54] [56] [57]
23Andrew W. Fitzgibbon [53]
24R. C. Flagan [44]
25Beat Flepp [38]
26Kunihiko Fukushima [26]
27Conrad C. Galland [1]
28Matt Grimes [57]
29Isabelle Guyon [6] [14] [16]
30Raia Hadsell [39] [42] [45] [48] [54] [55] [56] [57]
31Patrick Haffner [27] [28] [29] [30] [31] [32]
32Jeff Han [45]
33Barry G. Haskell [24]
34Donnie Henderson [3] [15]
35Geoffrey E. Hinton [1] [58]
36J. M. House [44]
37Paul G. Howard [28] [30] [31]
38R. E. Howard [3]
39Fu Jie Huang [36] [43] [49] [51]
40Wayne E. Hubbard [3] [6]
41Charles Lee Isbell Jr. (Charles L. Isbell) [33]
42Lawrence D. Jackel [3] [10] [17] [18] [20]
43Bor-Shenn Jeng [17]
44Ido Kanter [4]
45Aggelos K. Katsaggelos [26]
46Koray Kavukcuoglu [56]
47Sun-Yuan Kung [26]
48John Leahy [47]
49Daniel D. Lee [33]
50Esther Levin [19]
51Deepak Madhavan [52]
52Ofer Matan [9] [10]
53Matthew L. Miller [35] [40]
54Urs Miller [57]
55Piotr W. Mirowski [52] [59]
56Cliff Moore [14]
57Klaus-Robert Müller [22]
58Urs Muller [38] [45] [48] [54] [55] [56]
59Nasser M. Nasrabadi [26]
60F. Ning [37]
61Craig R. Nohl [13] [21]
62Genevieve B. Orr [22]
63Margarita Osadchy [35] [40]
64Barak A. Pearlmutter [12]
65Edwin P. D. Pednault [10]
66Pietro Perona [44]
67F. Piano [37]
68Tomaso Poggio [26]
69Christopher S. Poultney [41]
70Lawrence Rabiner [24]
71Marc'Aurelio Ranzato [41] [44] [46] [49] [50] [51]
72Bill Riemers [30]
73Eduard Säckinger [14] [16]
74Ruslan Salakhutdinov [58]
75William Satterfield [10]
76Lawrence K. Saul [33]
77Marco Scoffier [54] [55] [56] [57]
78Pierre Sermanet [45] [48] [54] [55] [56] [57]
79Roopak Shah [14] [16]
80Behzad Shahraray [24]
81Patrice Y. Simard (Patrice Simard) [7] [8] [11] [12] [23] [27] [28]
82Sara A. Solla [2] [4]
83Charles E. Stenard [10]
84Camillo J. Taylor [53]
85P. E. Taylor [44]
86Trivikraman Thampy [47]
87Timothy J. Thompson [10]
88Vladimir Vapnik [18] [19] [20]
89Bernard Victorri [7] [23]
90Pascal Vincent [30]
91Quen-Zong Wu [17]
92Kay Yu [58]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)