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» Hardware-Efficient Belief Propagation

158

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ICC
2007
IEEE

192views Communications» more ICC 2007»

Informed Dynamic Scheduling for Belief-Propagation Decoding of LDPC Codes

16 years 11 days ago

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— Low-Density Parity-Check (LDPC) codes are usually decoded by running an iterative belief-propagation, or message-passing, algorithm over the factor graph of the code. The tradi...

Andres I. Vila Casado, Miguel Griot, Richard D. We...

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196

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ACCV
2006
Springer

248views Computer Vision» more ACCV 2006»

Dense Motion and Disparity Estimation Via Loopy Belief Propagation

16 years 1 days ago

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We describe a method for computing a dense estimate of motion and disparity, given a stereo video sequence containing moving non-rigid objects. In contrast to previous approaches, ...

Michael Isard, John MacCormick

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129

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IQIS
2005
ACM

66views Information Technology» more IQIS 2005»

Data cleaning using belief propagation

15 years 11 months ago

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Fang Chu, Yizhou Wang, Douglas Stott Parker Jr., C...

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166

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NIPS
2004

107views Information Technology» more NIPS 2004»

Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks

15 years 7 months ago

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We introduce a computationally efficient method to estimate the validity of the BP method as a function of graph topology, the connectivity strength, frustration and network size....

Joris M. Mooij, Hilbert J. Kappen

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153

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NIPS
2004

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Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation

15 years 7 months ago

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We describe a three

Erik B. Sudderth, Michael I. Mandel, William T. Fr...