226 citations · 1.9k across the 128 of their papers we have counts for
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cs.CV2015
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices
Anoop Cherian, Suvrit Sra
Data encoded as symmetric positive definite (SPD) matrices frequently arise in many areas of computer vision and machine learning. While these matrices form an open subset of the E…
cs.CV2015★ 6 cited
Convex Optimization for Parallel Energy Minimization
K. S. Sesh Kumar, Alvaro Barbero, Stefanie Jegelka +2
Energy minimization has been an intensely studied core problem in computer vision. With growing image sizes (2D and 3D), it is now highly desirable to run energy minimization algor…