Yann LeCun

	2009
59		Piotr W. Mirowski, Yann LeCun: Dynamic Factor Graphs for Time Series Modeling. ECML/PKDD (2) 2009: 128-143
58		Kay Yu, Ruslan Salakhutdinov, Yann LeCun, Geoffrey E. Hinton, Yoshua Bengio: Workshop summary: Workshop on learning feature hierarchies. ICML 2009: 165
57		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)
56		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
55		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
54		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
53		Andrew 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
51		Marc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun: Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition. CVPR 2007
50		Marc'Aurelio Ranzato, Yann LeCun: A Sparse and Locally Shift Invariant Feature Extractor Applied to Document Images. ICDAR 2007: 1213-1217
49		Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu Jie Huang: Energy-Based Models in Document Recognition and Computer Vision. ICDAR 2007: 337-341
48		Ayse Erkan, Raia Hadsell, Pierre Sermanet, Jan Ben, Urs Muller, Yann LeCun: Adaptive long range vision in unstructured terrain. IROS 2007: 2421-2426
47		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
46		Marc'Aurelio Ranzato, Y-Lan Boureau, Yann LeCun: Sparse Feature Learning for Deep Belief Networks. NIPS 2007
45		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
44		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
43		Fu Jie Huang, Yann LeCun: Large-scale Learning with SVM and Convolutional for Generic Object Categorization. CVPR (1) 2006: 284-291
42		Raia Hadsell, Sumit Chopra, Yann LeCun: Dimensionality Reduction by Learning an Invariant Mapping. CVPR (2) 2006: 1735-1742
41		Marc'Aurelio Ranzato, Christopher S. Poultney, Sumit Chopra, Yann LeCun: Efficient Learning of Sparse Representations with an Energy-Based Model. NIPS 2006: 1137-1144
40		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
39		Sumit Chopra, Raia Hadsell, Yann LeCun: Learning a Similarity Metric Discriminatively, with Application to Face Verification. CVPR (1) 2005: 539-546
38		Yann LeCun, Urs Muller, Jan Ben, Eric Cosatto, Beat Flepp: Off-Road Obstacle Avoidance through End-to-End Learning. NIPS 2005
37		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
36		Yann LeCun, Fu Jie Huang, Léon Bottou: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104
35		Margarita Osadchy, Matthew L. Miller, Yann LeCun: Synergistic Face Detection and Pose Estimation with Energy-Based Models. NIPS 2004
	2003
34		Léon Bottou, Yann LeCun: Large Scale Online Learning. NIPS 2003
	2002
33		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
32		Léon Bottou, Patrick Haffner, Yann LeCun: Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-
	1999
31		Patrick 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
29		Yann 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
27		Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun: Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577
26		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
25		Léon Bottou, Yoshua Bengio, Yann LeCun: Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494
24		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
23		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
22		Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
	1995
21		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
20		Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Machine Learning Algorithms. ICML 1994: 53-61
19		Vladimir Vapnik, Esther Levin, Yann LeCun: Measuring the VC-Dimension of a Learning Machine. Neural Computation 6(5): 851-876 (1994)
18		Harris 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
16		Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah: Signature Verification Using a Siamese Time Delay Neural Network. NIPS 1993: 737-744
15		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		Yann LeCun, Patrice Simard, Barak A. Pearlmutter: Automatic Learning Rate Maximization in Large Adaptive Machines. NIPS 1992: 156-163
11		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		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		Patrice Simard, Yann LeCun: Reverse TDNN: An Architecture For Trajectory Generation. NIPS 1991: 579-588
7		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		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		John S. Denker, Yann LeCun: Transforming Neural-Net Output Levels to Probability Distributions. NIPS 1990: 853-859
4		Yann LeCun, Ido Kanter, Sara A. Solla: Second Order Properties of Error Surfaces. NIPS 1990: 918-924
	1989
3		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		Yann LeCun, John S. Denker, Sara A. Solla: Optimal Brain Damage. NIPS 1989: 598-605
	1988
1		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	[37]
4	Jan Ben	[13] [38] [45] [48] [56] [57]
5	Yoshua Bengio	[15] [21] [25] [28] [29] [58]
6	James W. Bentz	[14]
7	Bernhard E. Boser	[3]
8	Léon Bottou	[14] [22] [25] [27] [28] [29] [30] [31] [32] [34] [36] [37]
9	Y-Lan Boureau	[46] [51]
10	Jane Bromley	[10] [14] [16]
11	Christopher J. C. Burges (Chris Burges)	[9] [10] [13] [21]
12	Andrew Caplin	[47]
13	Rama Chellappa	[26]
14	Sumit Chopra	[39] [41] [42] [47] [49]
15	Corinna Cortes	[18] [20]
16	Eric Cosatto	[38]
17	Richard V. Cox	[24]
18	Chris Crudele	[57]
19	D. Delhomme	[37]
20	John S. Denker	[2] [3] [5] [6] [7] [9] [10] [11] [13] [23]
21	Harris Drucker	[18] [20]
22	Ayse Erkan	[45] [48] [54] [56] [57]
23	Andrew W. Fitzgibbon	[53]
24	R. C. Flagan	[44]
25	Beat Flepp	[38]
26	Kunihiko Fukushima	[26]
27	Conrad C. Galland	[1]
28	Matt Grimes	[57]
29	Isabelle Guyon	[6] [14] [16]
30	Raia Hadsell	[39] [42] [45] [48] [54] [55] [56] [57]
31	Patrick Haffner	[27] [28] [29] [30] [31] [32]
32	Jeff Han	[45]
33	Barry G. Haskell	[24]
34	Donnie Henderson	[3] [15]
35	Geoffrey E. Hinton	[1] [58]
36	J. M. House	[44]
37	Paul G. Howard	[28] [30] [31]
38	R. E. Howard	[3]
39	Fu Jie Huang	[36] [43] [49] [51]
40	Wayne E. Hubbard	[3] [6]
41	Charles Lee Isbell Jr. (Charles L. Isbell)	[33]
42	Lawrence D. Jackel	[3] [10] [17] [18] [20]
43	Bor-Shenn Jeng	[17]
44	Ido Kanter	[4]
45	Aggelos K. Katsaggelos	[26]
46	Koray Kavukcuoglu	[56]
47	Sun-Yuan Kung	[26]
48	John Leahy	[47]
49	Daniel D. Lee	[33]
50	Esther Levin	[19]
51	Deepak Madhavan	[52]
52	Ofer Matan	[9] [10]
53	Matthew L. Miller	[35] [40]
54	Urs Miller	[57]
55	Piotr W. Mirowski	[52] [59]
56	Cliff Moore	[14]
57	Klaus-Robert Müller	[22]
58	Urs Muller	[38] [45] [48] [54] [55] [56]
59	Nasser M. Nasrabadi	[26]
60	F. Ning	[37]
61	Craig R. Nohl	[13] [21]
62	Genevieve B. Orr	[22]
63	Margarita Osadchy	[35] [40]
64	Barak A. Pearlmutter	[12]
65	Edwin P. D. Pednault	[10]
66	Pietro Perona	[44]
67	F. Piano	[37]
68	Tomaso Poggio	[26]
69	Christopher S. Poultney	[41]
70	Lawrence Rabiner	[24]
71	Marc'Aurelio Ranzato	[41] [44] [46] [49] [50] [51]
72	Bill Riemers	[30]
73	Eduard Säckinger	[14] [16]
74	Ruslan Salakhutdinov	[58]
75	William Satterfield	[10]
76	Lawrence K. Saul	[33]
77	Marco Scoffier	[54] [55] [56] [57]
78	Pierre Sermanet	[45] [48] [54] [55] [56] [57]
79	Roopak Shah	[14] [16]
80	Behzad Shahraray	[24]
81	Patrice Y. Simard (Patrice Simard)	[7] [8] [11] [12] [23] [27] [28]
82	Sara A. Solla	[2] [4]
83	Charles E. Stenard	[10]
84	Camillo J. Taylor	[53]
85	P. E. Taylor	[44]
86	Trivikraman Thampy	[47]
87	Timothy J. Thompson	[10]
88	Vladimir Vapnik	[18] [19] [20]
89	Bernard Victorri	[7] [23]
90	Pascal Vincent	[30]
91	Quen-Zong Wu	[17]
92	Kay Yu	[58]

Colors in the list of coauthors