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232
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JMLR
2011
125views more  JMLR 2011»
15 years 2 months ago
Approximate Marginals in Latent Gaussian Models
We consider the problem of improving the Gaussian approximate posterior marginals computed by expectation propagation and the Laplace method in latent Gaussian models and propose ...
Botond Cseke, Tom Heskes
SIAMREV
2011
40views more  SIAMREV 2011»
14 years 10 months ago
A Mathematical Model for the Control and Eradication of a Wood Boring Beetle Infestation
We propose a mathematical model for an infestation of a wooded area by a beetle species in which the larvae develop deep in the wood of living trees. Due to the difficulties of det...
Stephen A. Gourley, Xingfu Zou
ICCV
2011
IEEE
14 years 7 months ago
Scene Recognition and Weakly Supervised Object Localization with Deformable Part-Based Models
Weakly supervised discovery of common visual structure in highly variable, cluttered images is a key problem in recognition. We address this problem using deformable part-based mo...
Megha Pandey, Svetlana Lazebnik
173
Voted
MICCAI
2005
Springer
16 years 8 months ago
Corpus Callosum Subdivision Based on a Probabilistic Model of Inter-hemispheric Connectivity
Statistical shape analysis has become of increasing interest to the neuroimaging community due to its potential to locate morphological changes. In this paper, we present the a nov...
Martin Andreas Styner, Ipek Oguz, Rachel Gimpel Sm...
IFM
2009
Springer
124views Formal Methods» more  IFM 2009»
16 years 2 months ago
Dynamic Path Reduction for Software Model Checking
We present the new technique of dynamic path reduction (DPR), which allows one to prune redundant paths from the state space of a program under verification. DPR is a very general...
Zijiang Yang, Bashar Al-Rawi, Karem Sakallah, Xiao...