Search results for "Yann LeCun"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Tapani Raiko, Harri Valpola, Yann LeCun	Deep Learning Made Easier by Linear Transformations in Perceptrons.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Pierre Sermanet, Soumith Chintala, Yann LeCun	Convolutional Neural Networks Applied to House Numbers Digit Classification	CoRR	2012	DBLP BibTeX RDF
1	Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun	Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers	CoRR	2012	DBLP BibTeX RDF
1	Arthur Szlam, Karol Gregor, Yann LeCun	Fast approximations to structured sparse coding and applications to object classification	CoRR	2012	DBLP BibTeX RDF
1	Juan Bello, Yann LeCun, Robert Rowe	Concerto for violin and Markov model: technical perspective.	Commun. ACM	2011	DBLP DOI BibTeX RDF
1	Karol Gregor, Yann LeCun	Learning Representations by Maximizing Compression	CoRR	2011	DBLP BibTeX RDF
1	Karol Gregor, Yann LeCun	Efficient Learning of Sparse Invariant Representations	CoRR	2011	DBLP BibTeX RDF
1	Mikael Henaff, Kevin Jarrett, Koray Kavukcuoglu, Yann LeCun	Unsupervised Learning of Sparse Features for Scalable Audio Classification.	ISMIR	2011	DBLP BibTeX RDF
1	Polina Akselrod, Faye Zhao, Ifigeneia Derekli, Clément Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello	Hardware accelerated visual attention algorithm.	CISS	2011	DBLP DOI BibTeX RDF
1	Y-Lan Boureau, Nicolas Le Roux, Francis Bach, Jean Ponce, Yann LeCun	Ask the locals: Multi-way local pooling for image recognition.	ICCV	2011	DBLP DOI BibTeX RDF
1	Pierre Sermanet, Yann LeCun	Traffic sign recognition with multi-scale Convolutional Networks.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Arthur Szlam, Karol Gregor, Yann LeCun	Structured sparse coding via lateral inhibition.	NIPS	2011	DBLP BibTeX RDF
1	Arthur Szlam, Koray Kavukcuoglu, Yann LeCun	Convolutional Matching Pursuit and Dictionary Training	CoRR	2010	DBLP BibTeX RDF
1	Karol Gregor, Yann LeCun	Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields	CoRR	2010	DBLP BibTeX RDF
1	Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCun	Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition	CoRR	2010	DBLP BibTeX RDF
1	Matthew Koichi Grimes, Dragomir Anguelov, Yann LeCun	Hybrid hessians for flexible optimization of pose graphs.	IROS	2010	DBLP DOI BibTeX RDF
1	Graham W. Taylor, Rob Fergus, Yann LeCun, Christoph Bregler	Convolutional Learning of Spatio-temporal Features.	ECCV	2010	DBLP DOI BibTeX RDF
1	Karol Gregor, Yann LeCun	Learning Fast Approximations of Sparse Coding.	ICML	2010	DBLP BibTeX RDF
1	Y-Lan Boureau, Jean Ponce, Yann LeCun	A Theoretical Analysis of Feature Pooling in Visual Recognition.	ICML	2010	DBLP BibTeX RDF
1	Y-Lan Boureau, Francis Bach, Yann LeCun, Jean Ponce	Learning mid-level features for recognition.	CVPR	2010	DBLP DOI BibTeX RDF
1	Clément Farabet, Berin Martini, Polina Akselrod, Selçuk Talay, Yann LeCun, Eugenio Culurciello	Hardware accelerated convolutional neural networks for synthetic vision systems.	ISCAS	2010	DBLP DOI BibTeX RDF
1	Yann LeCun, Koray Kavukcuoglu, Clément Farabet	Convolutional networks and applications in vision.	ISCAS	2010	DBLP DOI BibTeX RDF
1	Koray Kavukcuoglu, Pierre Sermanet, Y-Lan Boureau, Karol Gregor, Michaël Mathieu, Yann LeCun	Learning Convolutional Feature Hierarchies for Visual Recognition.	NIPS	2010	DBLP BibTeX RDF
1	Diederik P. Kingma, Yann LeCun	Regularized estimation of image statistics by Score Matching.	NIPS	2010	DBLP BibTeX RDF
1	Pierre Sermanet, Raia Hadsell, Marco Scoffier, Matthew Grimes, Jan Ben, Ayse Erkan, Chris Crudele, Urs Miller, Yann LeCun	A multirange architecture for collision-free off-road robot navigation.	J. Field Robotics	2009	DBLP DOI BibTeX RDF
1	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	2009	DBLP DOI BibTeX RDF
1	Piotr W. Mirowski, Yann LeCun	Dynamic Factor Graphs for Time Series Modeling.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	time series, expectation-maximization, dynamic Bayesian networks, factor graphs, recurrent networks
1	Clément Farabet, Cyril Poulet, Jefferson Y. Han, Yann LeCun	CNP: An FPGA-based processor for Convolutional Networks.	FPL	2009	DBLP DOI BibTeX RDF
1	Matthew Grimes, Yann LeCun	Efficient off-road localization using visually corrected odometry.	ICRA	2009	DBLP DOI BibTeX RDF
1	Kevin Jarrett, Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCun	What is the best multi-stage architecture for object recognition?	ICCV	2009	DBLP DOI BibTeX RDF
1	Kay Yu, Ruslan Salakhutdinov, Yann LeCun, Geoffrey E. Hinton, Yoshua Bengio	Workshop summary: Workshop on learning feature hierarchies.	ICML	2009	DBLP DOI BibTeX RDF
1	Koray Kavukcuoglu, Marc'Aurelio Ranzato, Rob Fergus, Yann LeCun	Learning invariant features through topographic filter maps.	CVPR	2009	DBLP DOI BibTeX RDF
1	Pierre Sermanet, Koray Kavukcuoglu, Yann LeCun	EBLearn: Open-Source Energy-Based Learning in C++.	ICTAI	2009	DBLP DOI BibTeX RDF
1	Andrew W. Fitzgibbon, Camillo J. Taylor, Yann LeCun	Editorial.	International Journal of Computer Vision	2008	DBLP DOI BibTeX RDF
1	Pierre Sermanet, Raia Hadsell, Marco Scoffier, Urs Muller, Yann LeCun	Mapping and planning under uncertainty in mobile robots with long-range perception.	IROS	2008	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson	The Need for Open Source Software in Machine Learning.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	Marc'Aurelio Ranzato, Y-Lan Boureau, Sumit Chopra, Yann LeCun	A Unified Energy-Based Framework for Unsupervised Learning.	Journal of Machine Learning Research - Proceedings Track	2007	DBLP BibTeX RDF
1	Margarita Osadchy, Yann LeCun, Matthew L. Miller	Synergistic Face Detection and Pose Estimation with Energy-Based Models.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	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	2007	DBLP DOI BibTeX RDF
1	Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu Jie Huang	Energy-Based Models in Document Recognition and Computer Vision.	ICDAR	2007	DBLP DOI BibTeX RDF
1	Marc'Aurelio Ranzato, Yann LeCun	A Sparse and Locally Shift Invariant Feature Extractor Applied to Document Images.	ICDAR	2007	DBLP DOI BibTeX RDF
1	Ayse Erkan, Raia Hadsell, Pierre Sermanet, Jan Ben, Urs Muller, Yann LeCun	Adaptive long range vision in unstructured terrain.	IROS	2007	DBLP DOI BibTeX RDF
1	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	DBLP BibTeX RDF
1	Marc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun	Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition.	CVPR	2007	DBLP DOI BibTeX RDF
1	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	DBLP BibTeX RDF
1	Marc'Aurelio Ranzato, Y-Lan Boureau, Yann LeCun	Sparse Feature Learning for Deep Belief Networks.	NIPS	2007	DBLP BibTeX RDF
1	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	DBLP DOI BibTeX RDF	energy-based models, latent manifold models, expectation maximization, structured prediction
1	Margarita Osadchy, Yann LeCun, Matthew L. Miller	Synergistic Face Detection and Pose Estimation with Energy-Based Models.	Toward Category-Level Object Recognition	2006	DBLP DOI BibTeX RDF
1	Raia Hadsell, Sumit Chopra, Yann LeCun	Dimensionality Reduction by Learning an Invariant Mapping.	CVPR	2006	DBLP DOI BibTeX RDF
1	Fu Jie Huang, Yann LeCun	Large-scale Learning with SVM and Convolutional for Generic Object Categorization.	CVPR	2006	DBLP DOI BibTeX RDF
1	Marc'Aurelio Ranzato, Christopher S. Poultney, Sumit Chopra, Yann LeCun	Efficient Learning of Sparse Representations with an Energy-Based Model.	NIPS	2006	DBLP BibTeX RDF
1	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	2005	DBLP DOI BibTeX RDF
1	Sumit Chopra, Raia Hadsell, Yann LeCun	Learning a Similarity Metric Discriminatively, with Application to Face Verification.	CVPR	2005	DBLP DOI BibTeX RDF
1	Yann LeCun, Urs Muller, Jan Ben, Eric Cosatto, Beat Flepp	Off-Road Obstacle Avoidance through End-to-End Learning.	NIPS	2005	DBLP BibTeX RDF
1	Yann LeCun, Fu Jie Huang, Léon Bottou	Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting.	CVPR	2004	DBLP DOI BibTeX RDF
1	Margarita Osadchy, Matthew L. Miller, Yann LeCun	Synergistic Face Detection and Pose Estimation with Energy-Based Models.	NIPS	2004	DBLP BibTeX RDF
1	Léon Bottou, Yann LeCun	Large Scale Online Learning.	NIPS	2003	DBLP BibTeX RDF
1	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	DBLP BibTeX RDF
1	Léon Bottou, Patrick Haffner, Yann LeCun	Efficient Conversion of Digital Documents to Multilayer Raster Formats. (PDF / PS)	ICDAR	2001	DBLP DOI BibTeX RDF
1	Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun	DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. (PDF / PS)	ICDAR	1999	DBLP DOI BibTeX RDF
1	Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio	Object Recognition with Gradient-Based Learning.	Shape, Contour and Grouping in Computer Vision	1999	DBLP DOI BibTeX RDF
1	Patrick Haffner, Yann LeCun, Léon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers	Color Documents on the Web with DJVU.	ICIP	1999	DBLP BibTeX RDF
1	Léon Bottou, Patrick Haffner, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann LeCun	High quality document image compression with "DjVu".	J. Electronic Imaging	1998	DBLP DOI BibTeX RDF
1	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	1998	DBLP DOI BibTeX RDF
1	Barry G. Haskell, Paul G. Howard, Yann LeCun, Atul Puri, Jörn Ostermann, M. Reha Civanlar, Lawrence Rabiner, Léon Bottou, Patrick Haffner	Image and video coding-emerging standards and beyond.	IEEE Trans. Circuits Syst. Video Techn.	1998	DBLP DOI BibTeX RDF
1	Patrick Haffner, Léon Bottou, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann LeCun	Browsing through High Quality Document Images with DjVu.	ADL	1998	DBLP DOI BibTeX RDF
1	Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun	Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks.	NIPS	1998	DBLP BibTeX RDF
1	Richard V. Cox, Barry G. Haskell, Yann LeCun, Behzad Shahraray, Lawrence Rabiner	On the Applications of Multimedia Processing to Telecommunications. (PDF / PS)	ICIP	1997	DBLP DOI BibTeX RDF
1	Léon Bottou, Yoshua Bengio, Yann LeCun	Global Training of Document Processing Systems Using Graph Transformer Networks.	CVPR	1997	DBLP DOI BibTeX RDF	Graph Transformers, Learning Algorithm
1	Mazin Rahim, Yoshua Bengio, Yann LeCun	Discriminative feature and model design for automatic speech recognition.	EUROSPEECH	1997	DBLP BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller	Effiicient BackProp.	Neural Networks: Tricks of the Trade	1996	DBLP DOI BibTeX RDF
1	Yoshua Bengio, Yann LeCun, Craig R. Nohl, Christopher J. C. Burges	LeRec: a NN/HMM hybrid for on-line handwriting recognition.	Neural Computation	1995	DBLP DOI BibTeX RDF
1	Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik	Boosting and Other Ensemble Methods.	Neural Computation	1994	DBLP DOI BibTeX RDF
1	Vladimir Vapnik, Esther Levin, Yann LeCun	Measuring the VC-Dimension of a Learning Machine.	Neural Computation	1994	DBLP DOI BibTeX RDF
1	Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik	Boosting and Other Machine Learning Algorithms.	ICML	1994	DBLP BibTeX RDF
1	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	1993	DBLP BibTeX RDF
1	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	1993	DBLP BibTeX RDF
1	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	DBLP BibTeX RDF
1	Yoshua Bengio, Yann LeCun, Donnie Henderson	Globally Trained Handwritten Word Recognizer Using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models.	NIPS	1993	DBLP BibTeX RDF
1	Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah	Signature Verification Using a Siamese Time Delay Neural Network.	NIPS	1993	DBLP BibTeX RDF
1	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	1992	DBLP DOI BibTeX RDF
1	Yann LeCun, Patrice Simard, Barak A. Pearlmutter	Automatic Learning Rate Maximization in Large Adaptive Machines.	NIPS	1992	DBLP BibTeX RDF
1	Patrice Simard, Yann LeCun, John S. Denker	Efficient Pattern Recognition Using a New Transformation Distance.	NIPS	1992	DBLP BibTeX RDF
1	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	1991	DBLP DOI BibTeX RDF
1	Patrice Simard, Yann LeCun	Reverse TDNN: An Architecture For Trajectory Generation.	NIPS	1991	DBLP BibTeX RDF
1	Ofer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker	Multi-Digit Recognition Using a Space Displacement Neural Network.	NIPS	1991	DBLP BibTeX RDF
1	Patrice Simard, Bernard Victorri, Yann LeCun, John S. Denker	Tangent Prop - A Formalism for Specifying Selected Invariances in an Adaptive Network.	NIPS	1991	DBLP BibTeX RDF
1	Yann LeCun, Ido Kanter, Sara A. Solla	Second Order Properties of Error Surfaces.	NIPS	1990	DBLP BibTeX RDF
1	John S. Denker, Yann LeCun	Transforming Neural-Net Output Levels to Probability Distributions.	NIPS	1990	DBLP BibTeX RDF
1	Yann LeCun, John S. Denker, Sara A. Solla	Optimal Brain Damage.	NIPS	1989	DBLP BibTeX RDF
1	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	DBLP BibTeX RDF
1	Yann LeCun, Conrad C. Galland, Geoffrey E. Hinton	GEMINI: Gradient Estimation Through Matrix Inversion After Noise Injection.	NIPS	1988	DBLP BibTeX RDF

Publications of "Yann LeCun" ( http://dblp.L3S.de/Authors/Yann_LeCun )