Yann LeCun
Affiliations:- New York University, Courant Institute of Mathematical Sciences, USA
According to our database1,
Yann LeCun
authored at least 312 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Awards
Turing Prize recipient
Turing Prize 2018, "For conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing." awarded to Yoshua Bengio and Geoffrey E. Hinton and Yann LeCun.
ACM Fellow
ACM Fellow 2023, "For conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on twitter.com
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on dl.acm.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024
To Compress or Not to Compress - Self-Supervised Learning and Information Theory: A Review.
Entropy, March, 2024
CoRR, 2024
𝕏-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs.
CoRR, 2024
Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations.
CoRR, 2024
Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence.
CoRR, 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning.
CoRR, 2024
Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning.
CoRR, 2024
CoRR, 2024
CoRR, 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.
CoRR, 2024
Light-weight Probing of Unsupervised Representations for Reinforcement Learning.
RLJ, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Artif. Intell., December, 2023
Trans. Mach. Learn. Res., 2023
Trans. Mach. Learn. Res., 2023
CoRR, 2023
CoRR, 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features.
CoRR, 2023
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence.
CoRR, 2023
An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Trans. Mach. Learn. Res., 2022
CoRR, 2022
CoRR, 2022
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations.
CoRR, 2022
TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning.
CoRR, 2022
A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors.
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Proceedings of the IEEE International Solid- State Circuits Conference, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic.
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
CoRR, 2018
CoRR, 2018
Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks.
CoRR, 2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
IEEE Signal Process. Mag., 2017
Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?
CoRR, 2017
CoRR, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Neural Comput., 2016
J. Mach. Learn. Res., 2016
Disentangling factors of variation in deep representations using adversarial training.
CoRR, 2016
Proceedings of the 4th International Conference on Learning Representations, 2016
Simultaneous Learning of Trees and Representations for Extreme Classification, with Application to Language Modeling.
CoRR, 2016
What is the Best Feature Learning Procedure in Hierarchical Recognition Architectures?
CoRR, 2016
Phase 3: DCL System Using Deep Learning Approaches for Land-based or Ship-based Real-Time Recognition and Localization of Marine Mammals - Bioacoustic Applicaitons.
CoRR, 2016
Phase 4: DCL System Using Deep Learning Approaches for Land-Based or Ship-Based Real-Time Recognition and Localization of Marine Mammals - Distributed Processing and Big Data Applications.
CoRR, 2016
Phase 2: DCL System Using Deep Learning Approaches for Land-based or Ship-based Real-Time Recognition and Localization of Marine Mammals - Machine Learning Detection Algorithms.
CoRR, 2016
Phase 1: DCL System Research Using Advanced Approaches for Land-based or Ship-based Real-Time Recognition and Localization of Marine Mammals - HPC System Implementation.
CoRR, 2016
Proceedings of the 4th International Conference on Learning Representations, 2016
Disentangling factors of variation in deep representation using adversarial training.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
High Performance Computer Acoustic Data Accelerator: A New System for Exploring Marine Mammal Acoustics for Big Data Applications.
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Hot Chips 27 Symposium (HCS), 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
ACM Trans. Graph., 2014
Convolutional nets and watershed cuts for real-time semantic Labeling of RGBD videos.
J. Mach. Learn. Res., 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks.
Proceedings of the 2nd International Conference on Learning Representations, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
J. Intell. Inf. Syst., 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Adaptive learning rates and parallelization for stochastic, sparse, non-smooth gradients
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Pushing Stochastic Gradient towards Second-Order Methods -- Backpropagation Learning with Transformations in Nonlinearities
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the Learning Rich Representations from Low-Level Sensors, 2013
2012
Transformation Invariance in Pattern Recognition - Tangent Distance and Tangent Propagation.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the 55th IEEE International Midwest Symposium on Circuits and Systems, 2012
Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Fast Approximations to Structured Sparse Coding and Applications to Object Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011
2010
CoRR, 2010
Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields
CoRR, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the Computer Vision - ECCV 2010, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
J. Field Robotics, 2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the ICTAI 2009, 2009
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
An FPGA-based stream processor for embedded real-time vision with Convolutional Networks.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
Deep belief net learning in a long-range vision system for autonomous off-road driving.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
2007
Pattern Recognit. Lett., 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
J. Mach. Learn. Res., 2007
Online Learning for Offroad Robots: Spatial Label Propagation to Learn Long-Range Traversability.
Proceedings of the Robotics: Science and Systems III, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Discovering the hidden structure of house prices with a non-parametric latent manifold model.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Time-Delay Neural Networks and Independent Component Analysis for EEG-Based Prediction of Epileptic Seizures Propagation.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
IEEE Trans. Image Process., 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Learning a Similarity Metric Discriminatively, with Application to Face Verification.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
2004
Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
2002
Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
2000
Int. J. Imaging Syst. Technol., 2000
1999
Proceedings of the Shape, Contour and Grouping in Computer Vision, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
1998
IEEE Trans. Image Process., 1998
IEEE Trans. Circuits Syst. Video Technol., 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
DjVu: a Compression Method for Distributing Scanned Documents in Color over the Internet.
Proceedings of the 6th Color and Imaging Conference, 1998
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1998
1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation.
Proceedings of the Neural Networks: Tricks of the Trade, 1996
1995
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Word-level training of a handwritten word recognizer based on convolutional neural networks.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the Machine Learning, 1994
1993
Int. J. Pattern Recognit. Artif. Intell., 1993
Int. J. Pattern Recognit. Artif. Intell., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Globally Trained Handwritten Word Recognizer Using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
On-line recognition of limited-vocabulary Chinese character using multiple convolutional neural networks.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993
1992
IEEE Trans. Neural Networks, 1992
IEEE Trans. Neural Networks, 1992
Hardware requirements for neural network pattern classifiers: a case study and implementation.
IEEE Micro, 1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
1991
Pattern Recognit., 1991
Tangent Prop - A Formalism for Specifying Selected Invariances in an Adaptive Network.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Proceedings of the Compcon Spring '91, San Francisco, 1991
1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
Proceedings of the IJCNN 1990, 1990
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990
1989
Handwritten digit recognition: applications of neural network chips and automatic learning.
IEEE Commun. Mag., 1989
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
Handwritten Digit Recognition: Applications of Neural Net Chips and Automatic Learning.
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989
1988
Proceedings of the Advances in Neural Information Processing Systems 1, 1988