296 citations · 604 across the 20 of their papers we have counts for
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cs.AI2012★ 32 cited
Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (2008)
David McAllester, Petri Myllymaki
This is the Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence, which was held in Helsinki, Finland, July 9 - 12 2008.
cs.AI2012
Case-Factor Diagrams for Structured Probabilistic Modeling
David A. McAllester, Michael Collins, Fernando Pereira
We introduce a probabilistic formalism subsuming Markov random fields of bounded tree width and probabilistic context free grammars. Our models are based on a representation of Boo…
cs.CV2012★ 8 cited
Continuous Markov Random Fields for Robust Stereo Estimation
Koichiro Yamaguchi, Tamir Hazan, David McAllester +1
In this paper we present a novel slanted-plane MRF model which reasons jointly about occlusion boundaries as well as depth. We formulate the problem as the one of inference in a hy…