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» Parallel Pairwise Clustering.

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CVPR
2012
IEEE

230views Computer Vision» more CVPR 2012»

Active image clustering: Seeking constraints from humans to complement algorithms

13 years 3 months ago

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We propose a method of clustering images that combines algorithmic and human input. An algorithm provides us with pairwise image similarities. We then actively obtain selected, mo...

Arijit Biswas, David W. Jacobs

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CVPR
2008
IEEE

231views Computer Vision» more CVPR 2008»

(BP)2: Beyond pairwise Belief Propagation labeling by approximating Kikuchi free energies

16 years 2 months ago

Download www.cse.buffalo.edu

Belief Propagation (BP) can be very useful and efficient for performing approximate inference on graphs. But when the graph is very highly connected with strong conflicting intera...

Ifeoma Nwogu, Jason J. Corso

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155

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CVPR
2009
IEEE

515views Computer Vision» more CVPR 2009»

Constrained Clustering via Spectral Regularization

16 years 8 months ago

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We propose a novel framework for constrained spectral clustering with pairwise constraints which specify whether two objects belong to the same cluster or not. Unlike previous m...

Zhenguo Li (The Chinese University of Hong Kong), ...

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CLUSTER
2009
IEEE

119views Distributed And Parallel Com...» more CLUSTER 2009»

Performance analysis of memory transfers and GEMM subroutines on NVIDIA Tesla GPU cluster

15 years 7 months ago