BriefGPT.xyz
Oct, 2014
分层图形模型的共识消息传递
Consensus Message Passing for Layered Graphical Models
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Varun Jampani, S. M. Ali Eslami, Daniel Tarlow, Pushmeet Kohli, John Winn
TL;DR
引入一种改进的信息传递方法,通过传递共识信息以指导学习处理大规模、阶层化的图像模型的推理,使其在计算机视觉领域具有更准确的推理结果。
Abstract
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 particularly the case in
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