348 citations · 861 across the 19 of their papers we have counts for
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math.OC2017
A Deterministic Nonsmooth Frank Wolfe Algorithm with Coreset Guarantees
Sathya N. Ravi, Maxwell D. Collins, Vikas Singh
We present a new Frank-Wolfe (FW) type algorithm that is applicable to minimization problems with a nonsmooth convex objective. We provide convergence bounds and show that the sche…
cs.CV2017★ 12 cited
Pose2Instance: Harnessing Keypoints for Person Instance Segmentation
Subarna Tripathi, Maxwell Collins, Matthew Brown +1
Human keypoints are a well-studied representation of people.We explore how to use keypoint models to improve instance-level person segmentation. The main idea is to harness the not…