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    COLING
    2010
    146views Computational Linguistics» more  COLING 2010»
    Latent Mixture of Discriminative Experts for Multimodal Prediction Modeling
    12 years 11 months ago
    Latent Mixture of Discriminative Experts for Multimodal Prediction Modeling
    Download  www.aclweb.org
    During face-to-face conversation, people naturally integrate speech, gestures and higher level language interpretations to predict the right time to start talking or to give backc...
    Derya Ozkan, Kenji Sagae, Louis-Philippe Morency
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    ACL
    2011
    198views Computational Linguistics» more  ACL 2011»
    Modeling Wisdom of Crowds Using Latent Mixture of Discriminative Experts
    12 years 8 months ago
    Modeling Wisdom of Crowds Using Latent Mixture of Discriminative Experts
    Download  www.aclweb.org
    Derya Ozkan, Louis-Philippe Morency
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    ACCV
    2010
    Springer
    225views Computer Vision» more  ACCV 2010»
    Latent Gaussian Mixture Regression for Human Pose Estimation
    12 years 12 months ago
    Latent Gaussian Mixture Regression for Human Pose Estimation
    Download  humansensing.cs.cmu.edu
    Discriminative approaches for human pose estimation model the functional mapping, or conditional distribution, between image features and 3D pose. Learning such multi-modal models ...
    Yan Tian, Leonid Sigal, Hernán Badino, Fern...
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    NIPS
    2008
    207views Information Technology» more  NIPS 2008»
    DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification
    13 years 6 months ago
    DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification
    Download  www.cs.berkeley.edu
    Probabilistic topic models have become popular as methods for dimensionality reduction in collections of text documents or images. These models are usually treated as generative m...
    Simon Lacoste-Julien, Fei Sha, Michael I. Jordan
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    SDM
    2009
    SIAM
    394views Data Mining» more  SDM 2009»
    Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence.
    14 years 2 months ago
    Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence.
    Download  www.cs.iastate.edu
    Many real-world applications call for learning predictive relationships from multi-modal data. In particular, in multi-media and web applications, given a dataset of images and th...
    Oksana Yakhnenko, Vasant Honavar
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