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