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    JMLR
    2012
    223views Programming Languages» more  JMLR 2012»
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    12 years 1 months ago
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    Download  www.cs.helsinki.fi
    We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
    Michael Gutmann, Aapo Hyvärinen
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    TOG
    2012
    297views Communications» more  TOG 2012»
    Adaptive manifolds for real-time high-dimensional filtering
    12 years 1 months ago
    Adaptive manifolds for real-time high-dimensional filtering
    Download  inf.ufrgs.br
    We present a technique for performing high-dimensional filtering of images and videos in real time. Our approach produces high-quality results and accelerates filtering by compu...
    Eduardo S. L. Gastal, Manuel M. Oliveira
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    TOG
    2012
    230views Communications» more  TOG 2012»
    Decoupling algorithms from schedules for easy optimization of image processing pipelines
    12 years 1 months ago
    Decoupling algorithms from schedules for easy optimization of image processing pipelines
    Download  people.csail.mit.edu
    Using existing programming tools, writing high-performance image processing code requires sacrificing readability, portability, and modularity. We argue that this is a consequenc...
    Jonathan Ragan-Kelley, Andrew Adams, Sylvain Paris...
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    ISSTA
    2012
    ACM
    194views Software Engineering» more  ISSTA 2012»
    A quantitative study of accuracy in system call-based malware detection
    12 years 1 months ago
    A quantitative study of accuracy in system call-based malware detection
    Download  www.cs.ucsb.edu
    Over the last decade, there has been a significant increase in the number and sophistication of malware-related attacks and infections. Many detection techniques have been propos...
    Davide Canali, Andrea Lanzi, Davide Balzarotti, Ch...
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    KDD
    2012
    ACM
    197views Data Mining» more  KDD 2012»
    On the separability of structural classes of communities
    12 years 1 months ago
    On the separability of structural classes of communities
    Download  www.cs.cornell.edu
    Three major factors govern the intricacies of community extraction in networks: (1) the application domain includes a wide variety of networks of fundamentally different natures,...
    Bruno D. Abrahao, Sucheta Soundarajan, John E. Hop...
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