UFLDL Recommended Readings
From Ufldl
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Advanced stuff: | Advanced stuff: | ||
| - | * [http://cs.nyu.edu/~koray/publis/jarrett-iccv-09.pdf] Kevin Jarrett, Koray Kavukcuoglu, Marc'Aurelio Ranzato, and Yann LeCun, "What is the Best Multi-Stage Architecture for Object Recognition?", In ICCV | + | * Predictive Sparse Decomposition |
| - | + | ** [http://cs.nyu.edu/~koray/publis/koray-psd-08.pdf] Koray Kavukcuoglu, Marc'Aurelio Ranzato, and Yann LeCun, "Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition", Computational and Biological Learning Lab, Courant Institute, NYU, 2008. | |
| - | + | ** [http://cs.nyu.edu/~koray/publis/jarrett-iccv-09.pdf] Kevin Jarrett, Koray Kavukcuoglu, Marc'Aurelio Ranzato, and Yann LeCun, "What is the Best Multi-Stage Architecture for Object Recognition?", In ICCV 2009 | |
| + | Applications: | ||
| + | * Object Recognition | ||
| + | ** [link] Linear Spatial Pyramid Matching using Sparse Coding for Image Classification, CVPR 2009 | ||
| + | * Audio Recognition | ||
| + | ** [http://www.cs.stanford.edu/people/ang/papers/nips09-AudioConvolutionalDBN.pdf] Unsupervised feature learning for audio classification using convolutional deep belief networks, Honglak Lee, Yan Largman, Peter Pham and Andrew Y. Ng. In NIPS*2009. | ||
| - | + | ||
| + | Natural Language Processing: | ||
* Neural Language Model (Bengio, ~2003?) Don't remember how readable this is. If it's not,someone please take this out. | * Neural Language Model (Bengio, ~2003?) Don't remember how readable this is. If it's not,someone please take this out. | ||
* Collobert and Weston, 2008 | * Collobert and Weston, 2008 | ||
