Active Bibliography

Demystifying unsupervised feature learning – Adam Coates - 2012
6 Representation Learning: A Review and New Perspectives – Yoshua Bengio, Aaron Courville, Pascal Vincent - 2012
2 Learning Feature Representations with K-means – Adam Coates, Andrew Y. Ng
2 Learning to Align from Scratch – Gary B. Huang, Marwan A. Mattar, Honglak Lee, Erik Learned-miller
3 Learning Hierarchical Representations for Face Verification with Convolutional Deep Belief Networks – Gary B. Huang, Honglak Lee, Erik Learned-miller
12 Efficient Learning of Sparse, Distributed, Convolutional Feature Representations for Object Recognition – Kihyuk Sohn, Dae Yon, Jung Honglak, Lee Alfred, O. Hero Iii
UNSUPERVISED FEATURE LEARNING VIA SPARSE HIERARCHICAL REPRESENTATIONS – Honglak Lee
10 Deep Sparse Rectifier Neural Networks – Xavier Glorot, Antoine Bordes, Yoshua Bengio
14 Are Sparse Representations Really Relevant for Image Classification? – Roberto Rigamonti, Matthew A. Brown, Vincent Lepetit - 2011
29 Convolutional Learning of Spatio-temporal Features – Graham W. Taylor, Rob Fergus, Yann Lecun, Christoph Bregler
17 On Optimization Methods for Deep Learning – Quoc V. Le, Jiquan Ngiam, Adam Coates, Abhik Lahiri, Bobby Prochnow, Andrew Y. Ng
10 Unsupervised Feature Learning for RGB-D Based Object Recognition – Liefeng Bo, Xiaofeng Ren, Dieter Fox - 2012
21 Deconvolutional networks – Matthew D. Zeiler, Dilip Krishnan, Graham W. Taylor, Rob Fergus - 2010
6 Unsupervised Learning of Feature Hierarchies – Marc'Aurelio Ranzato - 2009
LEARNING DEEP REPRESENTATIONS, EMBEDDINGS AND CODES FROM THE PIXEL LEVEL OF NATURAL AND MEDICAL IMAGES – Ryan Kiros - 2013
5 Sparse Filtering – Jiquan Ngiam, Pang Wei Koh, Zhenghao Chen, Sonia Bhaskar, Andrew Y. Ng
On the Relevance of Sparsity for Image Classification ⋆ – Roberto Rigamonti, Vincent Lepetit, Germán González, Engin Türetken, Fethallah Benmansour, Matthew Brown, Pascal Fua - 2012
4 The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning – Bo Chen, Gungor Polatkan, Guillermo Sapiro, David B. Dunson, Lawrence Carin
104 What is the Best Multi-Stage Architecture for Object Recognition? – Kevin Jarrett, Koray Kavukcuoglu, Yann Lecun