Yann LeCun

2009
55	EE	Pierre 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)
54	EE	Raia 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
53	EE	Pierre 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
52	EE	Raia 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
51	EE	Andrew W. Fitzgibbon, Camillo J. Taylor, Yann LeCun: Editorial. International Journal of Computer Vision 80(1): 1-2 (2008)
2007
50		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
49	EE	Marc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun: Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition. CVPR 2007
48	EE	Marc'Aurelio Ranzato, Yann LeCun: A Sparse and Locally Shift Invariant Feature Extractor Applied to Document Images. ICDAR 2007: 1213-1217
47	EE	Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu Jie Huang: Energy-Based Models in Document Recognition and Computer Vision. ICDAR 2007: 337-341
46	EE	Ayse Erkan, Raia Hadsell, Pierre Sermanet, Jan Ben, Urs Muller, Yann LeCun: Adaptive long range vision in unstructured terrain. IROS 2007: 2421-2426
45	EE	Sumit 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
44	EE	Marc'Aurelio Ranzato, Y-Lan Boureau, Yann LeCun: Sparse Feature Learning for Deep Belief Networks. NIPS 2007
43	EE	Raia 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
42	EE	Marc'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
41	EE	Fu Jie Huang, Yann LeCun: Large-scale Learning with SVM and Convolutional for Generic Object Categorization. CVPR (1) 2006: 284-291
40	EE	Raia Hadsell, Sumit Chopra, Yann LeCun: Dimensionality Reduction by Learning an Invariant Mapping. CVPR (2) 2006: 1735-1742
39	EE	Marc'Aurelio Ranzato, Christopher S. Poultney, Sumit Chopra, Yann LeCun: Efficient Learning of Sparse Representations with an Energy-Based Model. NIPS 2006: 1137-1144
38	EE	Margarita 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
37	EE	Sumit Chopra, Raia Hadsell, Yann LeCun: Learning a Similarity Metric Discriminatively, with Application to Face Verification. CVPR (1) 2005: 539-546
36	EE	Yann LeCun, Urs Muller, Jan Ben, Eric Cosatto, Beat Flepp: Off-Road Obstacle Avoidance through End-to-End Learning. NIPS 2005
35	EE	F. 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
34	EE	Yann LeCun, Fu Jie Huang, Léon Bottou: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104
33	EE	Margarita Osadchy, Matthew L. Miller, Yann LeCun: Synergistic Face Detection and Pose Estimation with Energy-Based Models. NIPS 2004
2003
32	EE	Léon Bottou, Yann LeCun: Large Scale Online Learning. NIPS 2003
2002
31	EE	Lawrence 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
30	EE	Léon Bottou, Patrick Haffner, Yann LeCun: Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-
1999
29	EE	Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun: DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. ICDAR 1999: 625-628
28		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
27	EE	Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio: Object Recognition with Gradient-Based Learning. Shape, Contour and Grouping in Computer Vision 1999: 319-
1998
26		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
25	EE	Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun: Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577
24	EE	Rama 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
23	EE	Léon Bottou, Yoshua Bengio, Yann LeCun: Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494
22	EE	Richard 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
21	EE	Patrice 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
20	EE	Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
1995
19	EE	Yoshua 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
18		Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Machine Learning Algorithms. ICML 1994: 53-61
1993
17		Quen-Zong Wu, Yann LeCun, Larry D. Jackel, Bor-Shenn Jeng: On-line recognition of limited-vocabulary Chinese character using multiple convolutional neural networks. ISCAS 1993: 2435-2438
16	EE	Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah: Signature Verification Using a Siamese Time Delay Neural Network. NIPS 1993: 737-744
15	EE	Yoshua 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
12	EE	Yann LeCun, Patrice Simard, Barak A. Pearlmutter: Automatic Learning Rate Maximization in Large Adaptive Machines. NIPS 1992: 156-163
11	EE	Patrice 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
9	EE	Ofer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker: Multi-Digit Recognition Using a Space Displacement Neural Network. NIPS 1991: 488-495
8	EE	Patrice Simard, Yann LeCun: Reverse TDNN: An Architecture For Trajectory Generation. NIPS 1991: 579-588
7	EE	Patrice Simard, Bernard Victorri, Yann LeCun, John S. Denker: Tangent Prop - A Formalism for Specifying Selected Invariances in an Adaptive Network. NIPS 1991: 895-903
6	EE	Isabelle 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
5	EE	John S. Denker, Yann LeCun: Transforming Neural-Net Output Levels to Probability Distributions. NIPS 1990: 853-859
4	EE	Yann LeCun, Ido Kanter, Sara A. Solla: Second Order Properties of Error Surfaces. NIPS 1990: 918-924
1989
3	EE	Yann 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
2	EE	Yann LeCun, John S. Denker, Sara A. Solla: Optimal Brain Damage. NIPS 1989: 598-605
1988
1	EE	Yann LeCun, Conrad C. Galland, Geoffrey E. Hinton: GEMINI: Gradient Estimation Through Matrix Inversion After Noise Injection. NIPS 1988: 141-148

Coauthor Index

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

Colors in the list of coauthors