47 citations · 305 across the 34 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.LG2017★ 1 cited
Learning Infinite RBMs with Frank-Wolfe
Wei Ping, Qiang Liu, Alexander Ihler
In this work, we propose an infinite restricted Boltzmann machine~(RBM), whose maximum likelihood estimation~(MLE) corresponds to a constrained convex optimization. We consider the…
cs.CV2017★ 3 cited
Multi-Person Pose Estimation via Column Generation
Shaofei Wang, Chong Zhang, Miguel A. Gonzalez-Ballester +2
We study the problem of multi-person pose estimation in natural images. A pose estimate describes the spatial position and identity (head, foot, knee, etc.) of every non-occluded b…
cs.LG2017★ 2 cited
Belief Propagation in Conditional RBMs for Structured Prediction
Wei Ping, Alexander Ihler
Restricted Boltzmann machines~(RBMs) and conditional RBMs~(CRBMs) are popular models for a wide range of applications. In previous work, learning on such models has been dominated…