Unsupervised Feature Learning and Deep Learning Resources

This is a set

Videos

Andrew Ng : Bay Area Vision Meeting: Unsupervised Feature Learning and Deep Learning

Geoffrey E. Hinton : Deep Learning with Multiplicative Interactions

Geoffrey E. Hinton : A tutorial on Deep Learning

Ronan Collobert : Deep Learning for Efficient Discriminative Parsing

Ronan Collobert : Deep Learning from Temporal Coherence in Video

Frederic Ratle : Deep Learning via Semi-Supervised Embedding

Jason Weston : Deep Learning via Semi-Supervised Embedding

Jason Weston , Ronan Collobert : Deep Learning in Natural Language Processing

Kai Yu : Bay Area Vision Meeting: Visual Recognition via Feature Learning

Sites

Deep Learning http://deeplearning.net/

Unsupervised Feature Learning and Deep Learning (Andrew Ng) http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=ufldl

UFLDL Tutorial http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial

Unsupervised Feature Learning & Deep Learning http://ufldl.stanford.edu/

Papers

Unsupervised Feature Learning & Deep Learning (papers) http://ufldl.stanford.edu/?papers

Code