Yann LeCun

Yann LeCun

16 Papers

Character-level Convolutional Networks for Text Classification (2015)

Deep learning with Elastic Averaging SGD (2015)

Learning to Linearize Under Uncertainty (2015)

Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation (2014)

Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation (2014)

Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks (1998)

Globally Trained Handwritten Word Recognizer using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models (1993)

Signature Verification using a "Siamese" Time Delay Neural Network (1993)

Automatic Learning Rate Maximization by On-Line Estimation of the Hessian's Eigenvectors (1992)

Efficient Pattern Recognition Using a New Transformation Distance (1992)

Multi-Digit Recognition Using a Space Displacement Neural Network (1991)

Tangent Prop - A formalism for specifying selected invariances in an adaptive network (1991)

Second Order Properties of Error Surfaces: Learning Time and Generalization (1990)

Transforming Neural-Net Output Levels to Probability Distributions (1990)

Handwritten Digit Recognition with a Back-Propagation Network (1989)

Optimal Brain Damage (1989)