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    NIPS
    2003
    157views Information Technology» more  NIPS 2003»
    A Model for Learning the Semantics of Pictures
    14 years 28 days ago
    A Model for Learning the Semantics of Pictures
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    We propose an approach to learning the semantics of images which allows us to automatically annotate an image with keywords and to retrieve images based on text queries. We do thi...
    Victor Lavrenko, R. Manmatha, Jiwoon Jeon
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    NIPS
    2003
    130views Information Technology» more  NIPS 2003»
    Eigenvoice Speaker Adaptation via Composite Kernel PCA
    14 years 28 days ago
    Eigenvoice Speaker Adaptation via Composite Kernel PCA
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    Eigenvoice speaker adaptation has been shown to be effective when only a small amount of adaptation data is available. At the heart of the method is principal component analysis (...
    James T. Kwok, Brian Mak, Simon Ho
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    NIPS
    2003
    131views Information Technology» more  NIPS 2003»
    Discriminative Fields for Modeling Spatial Dependencies in Natural Images
    14 years 28 days ago
    Discriminative Fields for Modeling Spatial Dependencies in Natural Images
    Download  www.cs.cmu.edu
    In this paper we present Discriminative Random Fields (DRF), a discriminative framework for the classification of natural image regions by incorporating neighborhood spatial depe...
    Sanjiv Kumar, Martial Hebert
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    NIPS
    2003
    129views Information Technology» more  NIPS 2003»
    Probabilistic Inference in Human Sensorimotor Processing
    14 years 28 days ago
    Probabilistic Inference in Human Sensorimotor Processing
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    When we learn a new motor skill, we have to contend with both the variability inherent in our sensors and the task. The sensory uncertainty can be reduced by using information abo...
    Konrad P. Körding, Daniel M. Wolpert
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    NIPS
    2003
    105views Information Technology» more  NIPS 2003»
    An MCMC-Based Method of Comparing Connectionist Models in Cognitive Science
    14 years 28 days ago
    An MCMC-Based Method of Comparing Connectionist Models in Cognitive Science
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    Despite the popularity of connectionist models in cognitive science, their performance can often be difficult to evaluate. Inspired by the geometric approach to statistical model ...
    Woojae Kim, Daniel J. Navarro, Mark A. Pitt, In Ja...
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    NIPS
    2003
    142views Information Technology» more  NIPS 2003»
    Semi-Supervised Learning with Trees
    14 years 28 days ago
    Semi-Supervised Learning with Trees
    Download  www.psy.cmu.edu
    We describe a nonparametric Bayesian approach to generalizing from few labeled examples, guided by a larger set of unlabeled objects and the assumption of a latent tree-structure ...
    Charles Kemp, Thomas L. Griffiths, Sean Stromsten,...
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    NIPS
    2003
    99views Information Technology» more  NIPS 2003»
    Decoding V1 Neuronal Activity using Particle Filtering with Volterra Kernels
    14 years 28 days ago
    Decoding V1 Neuronal Activity using Particle Filtering with Volterra Kernels
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    Decoding is a strategy that allows us to assess the amount of information neurons can provide about certain aspects of the visual scene. In this study, we develop a method based o...
    Ryan Kelly, Tai Sing Lee
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    NIPS
    2003
    189views Information Technology» more  NIPS 2003»
    Sparse Representation and Its Applications in Blind Source Separation
    14 years 28 days ago
    Sparse Representation and Its Applications in Blind Source Separation
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    In this paper, sparse representation (factorization) of a data matrix is first discussed. An overcomplete basis matrix is estimated by using the K−means method. We have proved ...
    Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Se...
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    NIPS
    2003
    114views Information Technology» more  NIPS 2003»
    Subject-Independent Magnetoencephalographic Source Localization by a Multilayer Perceptron
    14 years 28 days ago
    Subject-Independent Magnetoencephalographic Source Localization by a Multilayer Perceptron
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    We describe a system that localizes a single dipole to reasonable accuracy from noisy magnetoencephalographic (MEG) measurements in real time. At its core is a multilayer perceptr...
    Sung C. Jun, Barak A. Pearlmutter
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    NIPS
    2003
    154views Information Technology» more  NIPS 2003»
    Algorithms for Interdependent Security Games
    14 years 28 days ago
    Algorithms for Interdependent Security Games
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    Michael J. Kearns, Luis E. Ortiz
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