5.2k citations · 37.6k across the 56 of their papers we have counts for
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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