From the 1 of 140 linked papers with an AI index.
3.7k citations · 25.2k across the 137 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
cs.NE2010★ 60 cited
Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields
Karo Gregor, Yann LeCun
We introduce a new neural architecture and an unsupervised algorithm for learning invariant representations from temporal sequence of images. The system uses two groups of complex…