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CP
2006
Springer
15 years 7 months ago
A New Algorithm for Sampling CSP Solutions Uniformly at Random
The paper presents a method for generating solutions of a constraint satisfaction problem (CSP) uniformly at random. The main idea is to express the CSP as a factored probability d...
Vibhav Gogate, Rina Dechter
ISORC
2006
IEEE
15 years 9 months ago
Interaction-Based Behavior Modeling of Embedded Software using UML 2.0
Many prior approaches in UML-based embedded software design incorporate state-based behavior modeling. However, interaction-based behavior modeling provides more intuitive view of...
Sang-Uk Jeon, Jang-Eui Hong, Doo-Hwan Bae
ICASSP
2010
IEEE
15 years 4 months ago
Towards multi-speaker unsupervised speech pattern discovery
In this paper, we explore the use of a Gaussian posteriorgram based representation for unsupervised discovery of speech patterns. Compared with our previous work, the new approach...
Yaodong Zhang, James R. Glass
CVPR
2008
IEEE
16 years 5 months ago
Extracting a fluid dynamic texture and the background from video
Given the video of a still background occluded by a fluid dynamic texture (FDT), this paper addresses the problem of separating the video sequence into its two constituent layers....
Bernard Ghanem, Narendra Ahuja
AAAI
2008
15 years 6 months ago
Maximum Entropy Inverse Reinforcement Learning
Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This approach reduces learning to the problem of recoveri...
Brian Ziebart, Andrew L. Maas, J. Andrew Bagnell, ...