Yann LeCun

Saturating Auto-Encoders

Rostislav Goroshin, Yann LeCun

Discriminative Recurrent Sparse Auto-Encoders

Jason Tyler Rolfe, Yann LeCun

Comments Added clarifications suggested by reviewers. 15 pages, 10 figures

Indoor Semantic Segmentation using depth information

Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun

Comments 8 pages, 3 figures

Pushing Stochastic Gradient towards Second-Order Methods -- Backpropagation Learning with Transformations in Nonlinearities

Tommi Vatanen, Tapani Raiko, Harri Valpola, Yann LeCun

Comments 10 pages, 5 figures, ICLR2013

No More Pesky Learning Rates

Tom Schaul, Sixin Zhang, Yann LeCun

Causal graph-based video segmentation

Camille Couprie, Clément Farabet, Yann LeCun

Comments 6 pages, 5 figures

Convolutional Neural Networks Applied to House Numbers Digit Classification

Pierre Sermanet, Soumith Chintala, Yann LeCun

Comments 4 pages, 6 figures, 2 tables

Learning Representations by Maximizing Compression

Karol Gregor, Yann LeCun

Comments 8 pages, 3 figures

Efficient Learning of Sparse Invariant Representations

Karol Gregor, Yann LeCun

Comments 9 pages + 6 supplement pages

Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition

Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCun

Convolutional Matching Pursuit and Dictionary Training

Arthur Szlam, Koray Kavukcuoglu, Yann LeCun

Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields

Karo Gregor, Yann LeCun