1.5k citations · 2.2k across the 24 of their papers we have counts for
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cs.LG2016
A Tight Convex Upper Bound on the Likelihood of a Finite Mixture
Elad Mezuman, Yair Weiss
The likelihood function of a finite mixture model is a non-convex function with multiple local maxima and commonly used iterative algorithms such as EM will converge to different s…
cs.CV2016★ 1 cited
Statistics of RGBD Images
Dan Rosenbaum, Yair Weiss
Cameras that can measure the depth of each pixel in addition to its color have become easily available and are used in many consumer products worldwide. Often the depth channel is…
cs.CV2016★ 1 cited
Beyond Brightness Constancy: Learning Noise Models for Optical Flow
Dan Rosenbaum, Yair Weiss
Optical flow is typically estimated by minimizing a "data cost" and an optional regularizer. While there has been much work on different regularizers many modern algorithms still u…