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    ICPR
    2004
    IEEE
    156views computer vision» more  ICPR 2004»
    Linear Discriminant Analysis and Discriminative Log-linear Modeling
    14 years 9 months ago
    Linear Discriminant Analysis and Discriminative Log-linear Modeling
    Download  www-i6.informatik.rwth-aachen.de
    We discuss the relationship between the discriminative training of Gaussian models and the maximum entropy framework for log-linear models. Observing that linear transforms leave ...
    Daniel Keysers, Hermann Ney
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    ICMLA
    2009
    170views Machine Learning» more  ICMLA 2009»
    Regularizing the Local Similarity Discriminant Analysis Classifier
    13 years 6 months ago
    Regularizing the Local Similarity Discriminant Analysis Classifier
    Download  ee.washington.edu
    Abstract--We investigate parameter-based and distributionbased approaches to regularizing the generative, similarity-based classifier called local similarity discriminant analysis ...
    Luca Cazzanti, Maya R. Gupta
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    ICIAR
    2009
    Springer
    278views Image Analysis» more  ICIAR 2009»
    3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning
    13 years 6 months ago
    3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning
    Download  www.csse.uwa.edu.au
    In this paper an approach to recover the 3D human body pose from static images is proposed. We adopt a discriminative learning technique to directly infer the 3D pose from appearan...
    Suman Sedai, Farid Flitti, Mohammed Bennamoun, Du ...
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    ACL
    2010
    145views Computational Linguistics» more  ACL 2010»
    An Entity-Level Approach to Information Extraction
    13 years 5 months ago
    An Entity-Level Approach to Information Extraction
    Download  nlp.cs.berkeley.edu
    We present a generative model of template-filling in which coreference resolution and role assignment are jointly determined. Underlying template roles nerate abstract entities, w...
    Aria Haghighi, Dan Klein
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    EMNLP
    2010
    137views Natural Language Processing» more  EMNLP 2010»
    Translingual Document Representations from Discriminative Projections
    13 years 6 months ago
    Translingual Document Representations from Discriminative Projections
    Download  research.microsoft.com
    Representing documents by vectors that are independent of language enhances machine translation and multilingual text categorization. We use discriminative training to create a pr...
    John Platt, Kristina Toutanova, Wen-tau Yih
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