Yann LeCun : rechercher sur Z-Library

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Livres
Articles (59)
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Deep learning

LeCun, Yann, Bengio, Yoshua, Hinton, Geoffrey

Journal:

Nature

Année:

2015

Langue:

english

Fichier:

PDF, 1.99 MB

english, 2015

The Power and Limits of Deep Learning

LeCun, Yann

Journal:

Research-Technology Management

Année:

2018

Langue:

english

Fichier:

PDF, 773 KB

english, 2018

Geometric Deep Learning: Going beyond Euclidean data

Bronstein, Michael M., Bruna, Joan, LeCun, Yann, Szlam, Arthur, Vandergheynst, Pierre

Journal:

IEEE Signal Processing Magazine

Année:

2017

Langue:

english

Fichier:

PDF, 17.48 MB

english, 2017

A Mathematical Motivation for Complex-Valued Convolutional Networks

Tygert, Mark, Bruna, Joan, Chintala, Soumith, LeCun, Yann, Piantino, Serkan, Szlam, Arthur

Journal:

Neural Computation

Année:

2016

Langue:

english

Fichier:

PDF, 520 KB

english, 2016

Feature learning and deep architectures: new directions for music informatics

Humphrey, Eric J., Bello, Juan P., LeCun, Yann

Journal:

Journal of Intelligent Information Systems

Année:

2013

Langue:

english

Fichier:

PDF, 758 KB

english, 2013

Guest Editorial: Deep Learning

Ranzato, Marc’Aurelio, Hinton, Geoffrey, LeCun, Yann

Journal:

International Journal of Computer Vision

Année:

2015

Langue:

english

Fichier:

PDF, 313 KB

english, 2015

LeRec: A NN/HMM Hybrid for On-Line Handwriting Recognition

Bengio, Yoshua, LeCun, Yann, Nohl, Craig, Burges, Chris

Journal:

Neural Computation

Année:

1995

Langue:

english

Fichier:

PDF, 844 KB

english, 1995

Boosting and Other Ensemble Methods

Drucker, Harris, Cortes, Corinna, Jackel, L. D., LeCun, Yann, Vapnik, Vladimir

Journal:

Neural Computation

Année:

1994

Langue:

english

Fichier:

PDF, 651 KB

english, 1994

Learning long-range vision for autonomous off-road driving

Raia Hadsell, Pierre Sermanet, Jan Ben, Ayse Erkan, Marco Scoffier, Koray Kavukcuoglu, Urs Muller, Yann LeCun

Journal:

Journal of Field Robotics

Année:

2009

Langue:

english

Fichier:

PDF, 1.50 MB

english, 2009

Learning Hierarchical Features for Scene Labeling

Farabet, Clement, Couprie, Camille, Najman, Laurent, LeCun, Yann

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2013

Langue:

english

Fichier:

PDF, 1.91 MB

english, 2013

[IEEE 2009 IEEE 12th International Conference on Computer Vision (ICCV) - Kyoto (2009.09.29-2009.10.2)] 2009 IEEE 12th International Conference on Computer Vision - What is the best multi-stage architecture for object recognition?

Jarrett, Kevin, Kavukcuoglu, Koray, Ranzato, Marc' Aurelio, LeCun, Yann

Année:

2009

Langue:

english

Fichier:

PDF, 986 KB

english, 2009

[IEEE 2010 IEEE International Symposium on Circuits and Systems - ISCAS 2010 - Paris, France (2010.05.30-2010.06.2)] Proceedings of 2010 IEEE International Symposium on Circuits and Systems - Convolutional networks and applications in vision

LeCun, Yann, Kavukcuoglu, Koray, Farabet, Clement

Année:

2010

Langue:

english

Fichier:

PDF, 304 KB

english, 2010

A multirange architecture for collision-free off-road robot navigation

Pierre Sermanet, Raia Hadsell, Marco Scoffier, Matt Grimes, Jan Ben, Ayse Erkan, Chris Crudele, Urs Miller, Yann LeCun

Journal:

Journal of Field Robotics

Année:

2009

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2009

Statistical Machine Learning and Dissolved Gas Analysis: A Review

Mirowski, Piotr, LeCun, Yann

Journal:

IEEE Transactions on Power Delivery

Année:

2012

Langue:

english

Fichier:

PDF, 1.29 MB

english, 2012

[IEEE 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops - Kyoto, Japan (2009.09.27-2009.10.4)] 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops - An FPGA-based stream processor for embedded real-time vision with Convolutional Networks

Farabet, Clement, Poulet, Cyril, LeCun, Yann

Année:

2009

Langue:

english

Fichier:

PDF, 1.09 MB

english, 2009

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Traffic sign recognition with multi-scale Convolutional Networks

Sermanet, Pierre, LeCun, Yann

Année:

2011

Langue:

english

Fichier:

PDF, 793 KB

english, 2011

Real-Time Continuous Pose Recovery of Human Hands Using Convolutional Networks

Tompson, Jonathan, Stein, Murphy, Lecun, Yann, Perlin, Ken

Journal:

ACM Transactions on Graphics

Année:

2014

Langue:

english

Fichier:

PDF, 4.96 MB

english, 2014

[IEEE 2008 IEEE Workshop on Machine Learning for Signal Processing (MLSP) (Formerly known as NNSP) - Cancun, Mexico (2008.10.16-2008.10.19)] 2008 IEEE Workshop on Machine Learning for Signal Processing - Comparing SVM and convolutional networks for epileptic seizure prediction from intracranial EEG

Mirowski, Piotr W., LeCun, Yann, Madhavan, Deepak, Kuzniecky, Ruben

Année:

2008

Langue:

english

Fichier:

PDF, 785 KB

english, 2008

[IEEE 2010 IEEE International Symposium on Circuits and Systems - ISCAS 2010 - Paris, France (2010.05.30-2010.06.2)] Proceedings of 2010 IEEE International Symposium on Circuits and Systems - Hardware accelerated convolutional neural networks for synthetic vision systems

Farabet, Clement, Martini, Berin, Akselrod, Polina, Talay, Selcuk, LeCun, Yann, Culurciello, Eugenio

Année:

2010

Langue:

english

Fichier:

PDF, 371 KB

english, 2010

Concerto for violin and Markov model

Bello, Juan, LeCun, Yann, Rowe, Robert

Journal:

Communications of the ACM

Année:

2011

Langue:

english

Fichier:

PDF, 52 KB

english, 2011

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Source separation with scattering Non-Negative Matrix Factorization

Bruna, Joan, Sprechmann, Pablo, LeCun, Yann

Année:

2015

Langue:

english

Fichier:

PDF, 209 KB

english, 2015

Universal halting times in optimization and machine learning

Sagun, Levent, Trogdon, Thomas, LeCun, Yann

Journal:

Quarterly of Applied Mathematics

Année:

2017

Langue:

english

Fichier:

PDF, 665 KB

english, 2017

Unscented Kalman Filter for Brain-Machine Interfaces

Li, Zheng, O'Doherty, Joseph E., Hanson, Timothy L., Lebedev, Mikhail A., Henriquez, Craig S., Nicolelis, Miguel A. L., LeCun, Yann

Journal:

PLoS ONE

Année:

2009

Langue:

english

Fichier:

PDF, 1.16 MB

english, 2009

[IEEE 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Salt Lake City, UT (2018.6.18-2018.6.23)] 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition - A Closer Look at Spatiotemporal Convolutions for Action Recognition

Tran, Du, Wang, Heng, Torresani, Lorenzo, Ray, Jamie, LeCun, Yann, Paluri, Manohar

Année:

2018

Fichier:

PDF, 10 KB

2018

Editorial

Andrew Fitzgibbon, Camillo J. Taylor, Yann LeCun

Journal:

International Journal of Computer Vision

Année:

2008

Langue:

english

Fichier:

PDF, 118 KB

english, 2008

[IEEE 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops) - Colorado Springs, CO, USA (2011.06.20-2011.06.25)] CVPR 2011 WORKSHOPS - NeuFlow: A runtime reconfigurable dataflow processor for vision

Farabet, Clement, Martini, Berin, Corda, Benoit, Akselrod, Polina, Culurciello, Eugenio, LeCun, Yann

Année:

2011

Langue:

english

Fichier:

PDF, 1.26 MB

english, 2011

[IEEE 2007 IEEE Conference on Computer Vision and Pattern Recognition - Minneapolis, MN, USA (2007.06.17-2007.06.22)] 2007 IEEE Conference on Computer Vision and Pattern Recognition - Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition

Ranzato, Marc'Aurelio, Huang, Fu Jie, Boureau, Y-Lan, LeCun, Yann

Année:

2007

Langue:

english

Fichier:

PDF, 435 KB

english, 2007

SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

BROMLEY, JANE, BENTZ, JAMES W., BOTTOU, LÉON, GUYON, ISABELLE, LECUN, YANN, MOORE, CLIFF, SÄCKINGER, EDUARD, SHAH, ROOPAK

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Année:

1993

Langue:

english

Fichier:

PDF, 965 KB

english, 1993

[IEEE 2015 IEEE International Conference on Computer Vision (ICCV) - Santiago, Chile (2015.12.7-2015.12.13)] 2015 IEEE International Conference on Computer Vision (ICCV) - Unsupervised Learning of Spatiotemporally Coherent Metrics

Goroshin, Ross, Bruna, Joan, Tompson, Jonathan, Eigen, David, LeCun, Yann

Année:

2015

Langue:

english

Fichier:

PDF, 1.48 MB

english, 2015

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Computing the stereo matching cost with a convolutional neural network

Zbontar, Jure, LeCun, Yann

Année:

2015

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2015

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Very deep multilingual convolutional neural networks for LVCSR

Sercu, Tom, Puhrsch, Christian, Kingsbury, Brian, LeCun, Yann

Année:

2016

Langue:

english

Fichier:

PDF, 244 KB

english, 2016

Machine Learning and the Spatial Structure of House Prices and Housing Returns

Caplin, Andrew, Chopra, Sumit, Leahy, John V., LeCun, Yann, Thampy, Trivikraman

Journal:

SSRN Electronic Journal

Année:

2008

Langue:

english

Fichier:

PDF, 213 KB

english, 2008

Entropy-SGD: biasing gradient descent into wide valleys

Chaudhari, Pratik, Choromanska, Anna, Soatto, Stefano, LeCun, Yann, Baldassi, Carlo, Borgs, Christian, Chayes, Jennifer, Sagun, Levent, Zecchina, Riccardo

Journal:

Journal of Statistical Mechanics Theory and Experiment

Année:

2019

Langue:

english

Fichier:

PDF, 2.59 MB

english, 2019

[IEEE 2009 21st IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Newark, New Jersey, USA (2009.11.2-2009.11.4)] 2009 21st IEEE International Conference on Tools with Artificial Intelligence - EBLearn: Open-Source Energy-Based Learning in C++

Serman, Pierre, Kavukcuoglu, Koray, LeCun, Yann

Année:

2009

Langue:

english

Fichier:

PDF, 381 KB

english, 2009

[IEEE 2009 International Conference on Field Programmable Logic and Applications (FPL) - Prague, Czech Republic (2009.08.31-2009.09.2)] 2009 International Conference on Field Programmable Logic and Applications - CNP: An FPGA-based processor for Convolutional Networks

Farabet, Clement, Poulet, Cyril, Han, Jefferson Y., LeCun, Yann

Année:

2009

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2009

[IEEE 2011 45th Annual Conference on Information Sciences and Systems (CISS) - Baltimore, MD, USA (2011.03.23-2011.03.25)] 2011 45th Annual Conference on Information Sciences and Systems - Hardware accelerated visual attention algorithm

Akselrod, Polina, Zhao, Faye, Derekli, Ifigeneia, Farabet, Clement, Martini, Berin, LeCun, Yann, Culurciello, Eugenio

Année:

2011

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2011

Classification of patterns of EEG synchronization for seizure prediction

Piotr Mirowski, Deepak Madhavan, Yann LeCun, Ruben Kuzniecky

Journal:

Clinical Neurophysiology

Année:

2009

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2009

[IEEE 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - San Francisco, CA, USA (2010.06.13-2010.06.18)] 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Learning mid-level features for recognition

Boureau, Y-Lan, Bach, Francis, LeCun, Yann, Ponce, Jean

Année:

2010

Langue:

english

Fichier:

PDF, 214 KB

english, 2010

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Baltimore, Maryland, USA (Monday 29 April 2013)] Unmanned Systems Technology XV - Real-time adaptive off-road vehicle navigation and terrain classification

Muller, Urs A., Karlsen, Robert E., Gage, Douglas W., Jackel, Lawrence D., LeCun, Yann, Shoemaker, Charles M., Gerhart, Grant R., Flepp, Beat

Année:

2013

Langue:

english

Fichier:

PDF, 2.02 MB

english, 2013

Predictive network modeling of the high-resolution dynamic plant transcriptome in response to nitrate

Gabriel Krouk, Piotr Mirowski, Yann LeCun, Dennis E Shasha…

Journal:

Genome Biology

Année:

2010

Langue:

english

Fichier:

PDF, 3.24 MB

english, 2010

[IEEE 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Portland, OR, USA (2013.06.23-2013.06.28)] 2013 IEEE Conference on Computer Vision and Pattern Recognition - Pedestrian Detection with Unsupervised Multi-stage Feature Learning

Sermanet, Pierre, Kavukcuoglu, Koray, Chintala, Soumith, Lecun, Yann

Année:

2013

Langue:

english

Fichier:

PDF, 586 KB

english, 2013

[IEEE 2012 IEEE 55th International Midwest Symposium on Circuits and Systems (MWSCAS) - Boise, ID, USA (2012.08.5-2012.08.8)] 2012 IEEE 55th International Midwest Symposium on Circuits and Systems (MWSCAS) - NeuFlow: Dataflow vision processing system-on-a-chip

Pham, Phi-Hung, Jelaca, Darko, Farabet, Clement, Martini, Berin, LeCun, Yann, Culurciello, Eugenio

Année:

2012

Langue:

english

Fichier:

PDF, 1.70 MB

english, 2012

[IEEE 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems - San Diego, CA, USA (2007.10.29-2007.11.2)] 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems - Adaptive long range vision in unstructured terrain

Erkan, Ayse Naz, Hadsell, Raia, Sermanet, Pierre, Ben, Jan, Muller, Urs, LeCun, Yann

Année:

2007

Langue:

english

Fichier:

PDF, 1.68 MB

english, 2007

[IEEE 2013 20th IEEE International Conference on Image Processing (ICIP) - Melbourne, Australia (2013.09.15-2013.09.18)] 2013 IEEE International Conference on Image Processing - Causal graph-based video segmentation

Couprie, Camille, Farabet, Clement, LeCun, Yann, Najman, Laurent

Année:

2013

Langue:

english

Fichier:

PDF, 2.70 MB

english, 2013

[IEEE 2009 IEEE International Conference on Robotics and Automation (ICRA) - Kobe (2009.05.12-2009.05.17)] 2009 IEEE International Conference on Robotics and Automation - Efficient off-road localization using visually corrected odometry

Grimes, M., Yann LeCun,

Année:

2009

Langue:

english

Fichier:

PDF, 1.39 MB

english, 2009

[IEEE 2011 IEEE International Conference on Computer Vision (ICCV) - Barcelona, Spain (2011.11.6-2011.11.13)] 2011 International Conference on Computer Vision - Ask the locals: Multi-way local pooling for image recognition

Boureau, Y-Lan, Le Roux, Nicolas, Bach, Francis, Ponce, Jean, LeCun, Yann

Année:

2011

Langue:

english

Fichier:

PDF, 275 KB

english, 2011

[IEEE 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010) - Taipei (2010.10.18-2010.10.22)] 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems - Hybrid hessians for flexible optimization of pose graphs

Grimes, M K, Anguelov, D, Yann LeCun,

Année:

2010

Langue:

english

Fichier:

PDF, 1.94 MB

english, 2010

[IEEE 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems - Nice (2008.09.22-2008.09.26)] 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems - Deep belief net learning in a long-range vision system for autonomous off-road driving

Hadsell, R., Erkan, A., Sermanet, P., Scoffier, M., Muller, U., Yann LeCun,

Année:

2008

Langue:

english

Fichier:

PDF, 1.71 MB

english, 2008

[ACM Press the 13th ACM SIGKDD international conference - San Jose, California, USA (2007.08.12-2007.08.15)] Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 - Discovering the hidden structure of house prices with a non-parametric latent manifold model

Chopra, Sumit, Thampy, Trivikraman, Leahy, John, Caplin, Andrew, LeCun, Yann

Année:

2007

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2007

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Efficient object localization using Convolutional Networks

Tompson, Jonathan, Goroshin, Ross, Jain, Arjun, LeCun, Yann, Bregler, Christoph

Année:

2015

Langue:

english

Fichier:

PDF, 567 KB

english, 2015