5.2k citations · 5.4k across the 3 of their papers we have counts for
3 papers
cs.LG2011★ 5.2k cited
Natural Language Processing (almost) from Scratch
Ronan Collobert, Jason Weston, Leon Bottou +3
We propose a unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including: part-of-speech tagging, chunking…
cs.CV2010★ 197 cited
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition
Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCun
Adaptive sparse coding methods learn a possibly overcomplete set of basis functions, such that natural image patches can be reconstructed by linearly combining a small subset of th…
cs.CV2010★ 28 cited
Convolutional Matching Pursuit and Dictionary Training
Arthur Szlam, Koray Kavukcuoglu, Yann LeCun
Matching pursuit and K-SVD is demonstrated in the translation invariant setting