3.7k citations · 11.8k across the 85 of their papers we have counts for
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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.CV2010★ 137 cited
Hybrid Linear Modeling via Local Best-fit Flats
Teng Zhang, Arthur Szlam, Yi Wang +1
We present a simple and fast geometric method for modeling data by a union of affine subspaces. The method begins by forming a collection of local best-fit affine subspaces, i.e.,…
cs.CV2010★ 42 cited
Randomized hybrid linear modeling by local best-fit flats
Teng Zhang, Arthur Szlam, Yi Wang +1
The hybrid linear modeling problem is to identify a set of d-dimensional affine sets in a D-dimensional Euclidean space. It arises, for example, in object tracking and structure fr…