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154
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ECCV
2006
Springer
16 years 6 months ago
Statistical Priors for Efficient Combinatorial Optimization Via Graph Cuts
Abstract. Bayesian inference provides a powerful framework to optimally integrate statistically learned prior knowledge into numerous computer vision algorithms. While the Bayesian...
Daniel Cremers, Leo Grady
DAC
2005
ACM
16 years 5 months ago
Physically-aware HW-SW partitioning for reconfigurable architectures with partial dynamic reconfiguration
Many reconfigurable architectures offer partial dynamic configurability, but current system-level tools cannot guarantee feasible implementations when exploiting this feature. We ...
Sudarshan Banerjee, Elaheh Bozorgzadeh, Nikil D. D...
129
Voted
ICARCV
2008
IEEE
146views Robotics» more  ICARCV 2008»
15 years 11 months ago
Stabilization of networked multi-input systems with channel resource allocation
—In this paper, we study the problem of stabilizing a linear time-invariant discrete-time system with information constraints in the input channels. The information constraint in...
Guoxiang Gu, Li Qiu
UAI
2000
15 years 6 months ago
Exploiting Qualitative Knowledge in the Learning of Conditional Probabilities of Bayesian Networks
Algorithms for learning the conditional probabilities of Bayesian networks with hidden variables typically operate within a high-dimensional search space and yield only locally op...
Frank Wittig, Anthony Jameson
141
Voted
PVLDB
2008
89views more  PVLDB 2008»
15 years 4 months ago
Constrained physical design tuning
Abstract Existing solutions to the automated physical design problem in database systems attempt to minimize execution costs of input workloads for a given storage constraint. In t...
Nicolas Bruno, Surajit Chaudhuri