20 citations · 34 across the 4 of their papers we have counts for
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cs.CV2018★ 5 cited
Learning Direct Optimization for Scene Understanding
Lukasz Romaszko, Christopher K. I. Williams, John Winn
We develop a Learning Direct Optimization (LiDO) method for the refinement of a latent variable model that describes input image x. Our goal is to explain a single image x with an…
cs.CV2014★ 3 cited
Consensus Message Passing for Layered Graphical Models
Varun Jampani, S. M. Ali Eslami, Daniel Tarlow +2
Generative models provide a powerful framework for probabilistic reasoning. However, in many domains their use has been hampered by the practical difficulties of inference. This is…