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Yann LeCun: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Patrick Haffner, Léon Bottou, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann LeCun
    Browsing through High Quality Document Images with DjVu. [Citation Graph (0, 0)][DBLP]
    ADL, 1998, pp:309-318 [Conf]
  2. Léon Bottou, Yoshua Bengio, Yann LeCun
    Global Training of Document Processing Systems Using Graph Transformer Networks. [Citation Graph (0, 0)][DBLP]
    CVPR, 1997, pp:489-494 [Conf]
  3. Sumit Chopra, Raia Hadsell, Yann LeCun
    Learning a Similarity Metric Discriminatively, with Application to Face Verification. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2005, pp:539-546 [Conf]
  4. Raia Hadsell, Sumit Chopra, Yann LeCun
    Dimensionality Reduction by Learning an Invariant Mapping. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2006, pp:1735-1742 [Conf]
  5. Fu Jie Huang, Yann LeCun
    Large-scale Learning with SVM and Convolutional for Generic Object Categorization. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2006, pp:284-291 [Conf]
  6. Yann LeCun, Fu Jie Huang, Léon Bottou
    Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2004, pp:97-104 [Conf]
  7. Léon Bottou, Patrick Haffner, Yann LeCun
    Efficient Conversion of Digital Documents to Multilayer Raster Formats. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2001, pp:444-0 [Conf]
  8. Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun
    DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1999, pp:625-628 [Conf]
  9. Richard V. Cox, Barry G. Haskell, Yann LeCun, Behzad Shahraray, Lawrence Rabiner
    On the Applications of Multimedia Processing to Telecommunications. [Citation Graph (0, 0)][DBLP]
    ICIP (1), 1997, pp:5-8 [Conf]
  10. Patrick Haffner, Yann LeCun, Léon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers
    Color Documents on the Web with DJVU. [Citation Graph (0, 0)][DBLP]
    ICIP (1), 1999, pp:239-243 [Conf]
  11. Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik
    Boosting and Other Machine Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 1994, pp:53-61 [Conf]
  12. Quen-Zong Wu, Yann LeCun, Larry D. Jackel, Bor-Shenn Jeng
    On-line recognition of limited-vocabulary Chinese character using multiple convolutional neural networks. [Citation Graph (0, 0)][DBLP]
    ISCAS, 1993, pp:2435-2438 [Conf]
  13. Yoshua Bengio, Yann LeCun, Donnie Henderson
    Globally Trained Handwritten Word Recognizer Using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:937-944 [Conf]
  14. Léon Bottou, Yann LeCun
    Large Scale Online Learning. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  15. Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah
    Signature Verification Using a Siamese Time Delay Neural Network. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:737-744 [Conf]
  16. 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. [Citation Graph (0, 0)][DBLP]
    NIPS, 1989, pp:396-404 [Conf]
  17. Yann LeCun, John S. Denker, Sara A. Solla
    Optimal Brain Damage. [Citation Graph (0, 0)][DBLP]
    NIPS, 1989, pp:598-605 [Conf]
  18. Yann LeCun, Conrad C. Galland, Geoffrey E. Hinton
    GEMINI: Gradient Estimation Through Matrix Inversion After Noise Injection. [Citation Graph (0, 0)][DBLP]
    NIPS, 1988, pp:141-148 [Conf]
  19. Yann LeCun, Ido Kanter, Sara A. Solla
    Second Order Properties of Error Surfaces. [Citation Graph (0, 0)][DBLP]
    NIPS, 1990, pp:918-924 [Conf]
  20. Yann LeCun, Patrice Simard, Barak A. Pearlmutter
    Automatic Learning Rate Maximization in Large Adaptive Machines. [Citation Graph (0, 0)][DBLP]
    NIPS, 1992, pp:156-163 [Conf]
  21. John S. Denker, Yann LeCun
    Transforming Neural-Net Output Levels to Probability Distributions. [Citation Graph (0, 0)][DBLP]
    NIPS, 1990, pp:853-859 [Conf]
  22. Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller
    Effiicient BackProp. [Citation Graph (0, 0)][DBLP]
    Neural Networks: Tricks of the Trade, 1996, pp:9-50 [Conf]
  23. Yann LeCun, Urs Muller, Jan Ben, Eric Cosatto, Beat Flepp
    Off-Road Obstacle Avoidance through End-to-End Learning. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  24. Ofer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker
    Multi-Digit Recognition Using a Space Displacement Neural Network. [Citation Graph (0, 0)][DBLP]
    NIPS, 1991, pp:488-495 [Conf]
  25. Margarita Osadchy, Matthew L. Miller, Yann LeCun
    Synergistic Face Detection and Pose Estimation with Energy-Based Models. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  26. Lawrence K. Saul, Daniel D. Lee, Charles L. Isbell, Yann LeCun
    Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:1181-1188 [Conf]
  27. Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun
    Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:571-577 [Conf]
  28. Patrice Simard, Yann LeCun, John S. Denker
    Efficient Pattern Recognition Using a New Transformation Distance. [Citation Graph (0, 0)][DBLP]
    NIPS, 1992, pp:50-58 [Conf]
  29. Patrice Simard, Yann LeCun
    Reverse TDNN: An Architecture For Trajectory Generation. [Citation Graph (0, 0)][DBLP]
    NIPS, 1991, pp:579-588 [Conf]
  30. Patrice Simard, Yann LeCun, John S. Denker, Bernard Victorri
    Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation. [Citation Graph (0, 0)][DBLP]
    Neural Networks: Tricks of the Trade, 1996, pp:239-27 [Conf]
  31. Patrice Simard, Bernard Victorri, Yann LeCun, John S. Denker
    Tangent Prop - A Formalism for Specifying Selected Invariances in an Adaptive Network. [Citation Graph (0, 0)][DBLP]
    NIPS, 1991, pp:895-903 [Conf]
  32. Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio
    Object Recognition with Gradient-Based Learning. [Citation Graph (0, 0)][DBLP]
    Shape, Contour and Grouping in Computer Vision, 1999, pp:319-0 [Conf]
  33. Margarita Osadchy, Yann LeCun, Matthew L. Miller
    Synergistic Face Detection and Pose Estimation with Energy-Based Models. [Citation Graph (0, 0)][DBLP]
    Toward Category-Level Object Recognition, 2006, pp:196-206 [Conf]
  34. 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. [Citation Graph (0, 0)][DBLP]
    IEEE Computer, 1992, v:25, n:7, pp:59-63 [Journal]
  35. 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. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1993, v:7, n:4, pp:669-688 [Journal]
  36. Christopher J. C. Burges, Jan Ben, John S. Denker, Yann LeCun, Craig R. Nohl
    Off Line Recognition of Handwritten Postal Words Using Neural Networks. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1993, v:7, n:4, pp:689-704 [Journal]
  37. Yoshua Bengio, Yann LeCun, Craig R. Nohl, Christopher J. C. Burges
    LeRec: a NN/HMM hybrid for on-line handwriting recognition. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1995, v:7, n:6, pp:1289-1303 [Journal]
  38. Isabelle Guyon, P. Albrecht, Yann LeCun, John S. Denker, Wayne E. Hubbard
    Design of a neural network character recognizer for a touch terminal. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1991, v:24, n:2, pp:105-119 [Journal]
  39. Marc'Aurelio Ranzato, P. E. Taylor, J. M. House, R. C. Flagan, Yann LeCun, Pietro Perona
    Automatic recognition of biological particles in microscopic images. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2007, v:28, n:1, pp:31-39 [Journal]
  40. 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. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 1998, v:7, n:8, pp:1093-1096 [Journal]
  41. F. Ning, D. Delhomme, Yann LeCun, F. Piano, Léon Bottou, Paolo Emilio Barbano
    Toward Automatic Phenotyping of Developing Embryos From Videos. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2005, v:14, n:9, pp:1360-1371 [Journal]
  42. Piotr W. Mirowski, Deepak Madhavan, Yann LeCun
    Time-Delay Neural Networks and Independent Component Analysis for EEG-Based Prediction of Epileptic Seizures Propagation. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:1892-1983 [Conf]
  43. Marc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun
    Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  44. Sumit Chopra, Trivikraman Thampy, John Leahy, Andrew Caplin, Yann LeCun
    Discovering the hidden structure of house prices with a non-parametric latent manifold model. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:173-182 [Conf]
  45. Marc'Aurelio Ranzato, Christopher S. Poultney, Sumit Chopra, Yann LeCun
    Efficient Learning of Sparse Representations with an Energy-Based Model. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:1137-1144 [Conf]

  46. Learning invariant features through topographic filter maps. [Citation Graph (, )][DBLP]


  47. CNP: An FPGA-based processor for Convolutional Networks. [Citation Graph (, )][DBLP]


  48. Energy-Based Models in Document Recognition and Computer Vision. [Citation Graph (, )][DBLP]


  49. A Sparse and Locally Shift Invariant Feature Extractor Applied to Document Images. [Citation Graph (, )][DBLP]


  50. Workshop summary: Workshop on learning feature hierarchies. [Citation Graph (, )][DBLP]


  51. A Theoretical Analysis of Feature Pooling in Visual Recognition. [Citation Graph (, )][DBLP]


  52. Learning Fast Approximations of Sparse Coding. [Citation Graph (, )][DBLP]


  53. Efficient off-road localization using visually corrected odometry. [Citation Graph (, )][DBLP]


  54. EBLearn: Open-Source Energy-Based Learning in C++. [Citation Graph (, )][DBLP]


  55. Sparse Feature Learning for Deep Belief Networks. [Citation Graph (, )][DBLP]


  56. Dynamic Factor Graphs for Time Series Modeling. [Citation Graph (, )][DBLP]


  57. Online Learning for Offroad Robots: Spatial Label Propagation to Learn Long-Range Traversability. [Citation Graph (, )][DBLP]


  58. Deep belief net learning in a long-range vision system for autonomous off-road driving. [Citation Graph (, )][DBLP]


  59. Mapping and planning under uncertainty in mobile robots with long-range perception. [Citation Graph (, )][DBLP]


  60. Adaptive long range vision in unstructured terrain. [Citation Graph (, )][DBLP]


  61. Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields [Citation Graph (, )][DBLP]


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