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» Statistical Models of Conditioning
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118
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EMNLP
2009
14 years 11 months ago
On the Use of Virtual Evidence in Conditional Random Fields
Virtual evidence (VE), first introduced by (Pearl, 1988), provides a convenient way of incorporating prior knowledge into Bayesian networks. This work generalizes the use of VE to...
Xiao Li
100
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CVPR
2007
IEEE
16 years 3 months ago
Learning Conditional Random Fields for Stereo
State-of-the-art stereo vision algorithms utilize color changes as important cues for object boundaries. Most methods impose heuristic restrictions or priors on disparities, for e...
Daniel Scharstein, Chris Pal
89
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TVLSI
2008
105views more  TVLSI 2008»
15 years 1 months ago
Fast Estimation of Timing Yield Bounds for Process Variations
With aggressive scaling down of feature sizes in VLSI fabrication, process variation has become a critical issue in designs. We show that two necessary conditions for the "Max...
Ruiming Chen, Hai Zhou
103
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KDD
2004
ACM
170views Data Mining» more  KDD 2004»
16 years 1 months ago
Why collective inference improves relational classification
Procedures for collective inference make simultaneous statistical judgments about the same variables for a set of related data instances. For example, collective inference could b...
David Jensen, Jennifer Neville, Brian Gallagher
63
Voted
CVPR
2003
IEEE
16 years 3 months ago
3D Modeling Using a Statistical Sensor Model and Stochastic Search
Daniel F. Huber, Martial Hebert