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List of works by Yann LeCun

A Mathematical Motivation for Complex-Valued Convolutional Networks

scientific article

A hierarchical loss and its problems when classifying non-hierarchically

scientific article published on 19 December 2019

Augmented Language Models: a Survey ⬇️

scientific article published on 15 February 2023

Automatic Learning Rate Maximization by On-Line Estimation of the Hessian's Eigenvectors ⬇️

scientific article published in January 1993

Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks ⬇️

scholarly article by Patrice Simard et al published 1999 in Advances in Neural Information Processing Systems 11

Character-level Convolutional Networks for Text Classification ⬇️

scientific article (publication date: 4 April 2016)

Classification of patterns of EEG synchronization for seizure prediction.

scientific article

Comparison between Frame-Constrained Fix-Pixel-Value and Frame-Free Spiking-Dynamic-Pixel ConvNets for Visual Processing.

scientific article published on 10 April 2012

Comparison of classifier methods: a case study in handwritten digit recognition

Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods ⬇️

scientific article published on 23 May 2022

Deep learning

Nature article from 2015 by LeCun, Bengio and Hinton

Deep learning for AI ⬇️

journal article from 'Communications of the ACM' published in 2021

Deep learning with Elastic Averaging SGD ⬇️

scholarly article by Sixin Zhang et al published 2015 in Advances in Neural Information Processing Systems 28

Deep learning, reinforcement learning, and world models

scientific article published in 2022

Disentangling factors of variation in deep representation using adversarial training ⬇️

scientific article published in January 2016

Efficient Learning of Sparse Representations with an Energy-Based Model ⬇️

scientific article published in January 2007

Efficient Pattern Recognition Using a New Transformation Distance ⬇️

scientific article published in January 1993

Eigenvalues of covariance matrices: Application to neural-network learning

scientific article published in May 1991

Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation ⬇️

scientific article published in January 2014

GEMINI: Gradient Estimation Through Matrix Inversion After Noise Injection ⬇️

scientific article published in January 1989

GLoMo: Unsupervised Learning of Transferable Relational Graphs ⬇️

article

Geometric Deep Learning: Going beyond Euclidean data

scientific article published on 11 July 2017

Globally Trained Handwritten Word Recognizer using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models ⬇️

scientific article published in January 1994

Gradient-based learning applied to document recognition

scholarly article

Handwritten Digit Recognition with a Back-Propagation Network ⬇️

scientific article published in January 1990

Handwritten zip code recognition with multilayer networks

Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation ⬇️

scientific article published in January 2014

Large Scale Online Learning ⬇️

scientific article published in January 2004

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

scientific article published on November 1, 1995

Learning Convolutional Feature Hierarchies for Visual Recognition ⬇️

Learning a Similarity Metric Discriminatively, with Application to Face Verification

Learning hierarchical features for scene labeling.

scientific article published in August 2013

Learning to Linearize Under Uncertainty ⬇️

MNIST database

database of handwritten digits

Multi-Digit Recognition Using a Space Displacement Neural Network ⬇️

scientific article published in January 1992

Off-Road Obstacle Avoidance through End-to-End Learning ⬇️

scientific article published in January 2006

Optimal Brain Damage ⬇️

scientific article published in January 1990

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

scientific article published on 23 December 2010

Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch ⬇️

scientific article published in January 2003

Reassessing FHA Risk ⬇️

scientific article published in March 2010

Regularized estimation of image statistics by Score Matching ⬇️

Reverse TDNN: An Architecture For Trajectory Generation ⬇️

scientific article published in January 1992

Second Order Properties of Error Surfaces: Learning Time and Generalization ⬇️

Signature Verification using a "Siamese" Time Delay Neural Network ⬇️

scientific article published in January 1994

Sparse Feature Learning for Deep Belief Networks ⬇️

scientific article published in January 2008

Structured sparse coding via lateral inhibition ⬇️

scientific article published in January 2011

Synergistic Face Detection and Pose Estimation with Energy-Based Models ⬇️

scientific article published in January 2005

Tangent Prop - A formalism for specifying selected invariances in an adaptive network ⬇️

scientific article published in January 1992

Text Understanding from Scratch ⬇️

scholarly article published February 2015

The Mind of a Mouse

scientific article published on 01 September 2020

Toward automatic phenotyping of developing embryos from videos

scientific article published in September 2005

Tracking the World State with Recurrent Entity Networks

article introducing EntNet

Transforming Neural-Net Output Levels to Probability Distributions ⬇️

Very Deep Convolutional Networks for Text Classification

scholarly article

Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean? ⬇️

scientific article published on 17 August 2017

Word-level training of a handwritten word recognizer based on convolutional neural networks

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