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    NIPS
    2003
    104views Information Technology» more  NIPS 2003»
    One Microphone Blind Dereverberation Based on Quasi-periodicity of Speech Signals
    13 years 10 months ago
    One Microphone Blind Dereverberation Based on Quasi-periodicity of Speech Signals
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    Speech dereverberation is desirable with a view to achieving, for example, robust speech recognition in the real world. However, it is still a challenging problem, especially when...
    Tomohiro Nakatani, Masato Miyoshi, Keisuke Kinoshi...
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    NIPS
    2003
    107views Information Technology» more  NIPS 2003»
    Bias-Corrected Bootstrap and Model Uncertainty
    13 years 10 months ago
    Bias-Corrected Bootstrap and Model Uncertainty
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    The bootstrap has become a popular method for exploring model (structure) uncertainty. Our experiments with artificial and realworld data demonstrate that the graphs learned from...
    Harald Steck, Tommi Jaakkola
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    NIPS
    2003
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    Learning Non-Rigid 3D Shape from 2D Motion
    13 years 10 months ago
    Learning Non-Rigid 3D Shape from 2D Motion
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    This paper presents an algorithm for learning the time-varying shape of a non-rigid 3D object from uncalibrated 2D tracking data. We model shape motion as a rigid component (rotat...
    Lorenzo Torresani, Aaron Hertzmann, Christoph Breg...
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    NIPS
    2003
    156views Information Technology» more  NIPS 2003»
    Learning to Find Pre-Images
    13 years 10 months ago
    Learning to Find Pre-Images
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    We consider the problem of reconstructing patterns from a feature map. Learning algorithms using kernels to operate in a reproducing kernel Hilbert space (RKHS) express their solu...
    Gökhan H. Bakir, Jason Weston, Bernhard Sch&o...
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    NIPS
    2003
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    Optimal Manifold Representation of Data: An Information Theoretic Approach
    13 years 10 months ago
    Optimal Manifold Representation of Data: An Information Theoretic Approach
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    We introduce an information theoretic method for nonparametric, nonlinear dimensionality reduction, based on the infinite cluster limit of rate distortion theory. By constraining...
    Denis V. Chigirev, William Bialek
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