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    AUSAI
    2008
    Springer
    185views Artificial Intelligence» more  AUSAI 2008»
    Character Recognition Using Hierarchical Vector Quantization and Temporal Pooling
    13 years 6 months ago
    Character Recognition Using Hierarchical Vector Quantization and Temporal Pooling
    Download  www98.griffith.edu.au
    In recent years, there has been a cross-fertilization of ideas between computational neuroscience models of the operation of the neocortex and artificial intelligence models of mac...
    John Thornton, Jolon Faichney, Michael Blumenstein...
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    PAMI
    2012
    318views Software Engineering» more  PAMI 2012»
    CPMC: Automatic Object Segmentation Using Constrained Parametric Min-Cuts
    11 years 7 months ago
    CPMC: Automatic Object Segmentation Using Constrained Parametric Min-Cuts
    Download  sminchisescu.ins.uni-bonn.de
    —We present a novel framework to generate and rank plausible hypotheses for the spatial extent of objects in images using bottom-up computational processes and mid-level selectio...
    João Carreira, Cristian Sminchisescu
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    PAMI
    2012
    274views Software Engineering» more  PAMI 2012»
    A Least-Squares Framework for Component Analysis
    11 years 7 months ago
    A Least-Squares Framework for Component Analysis
    Download  www.cs.cmu.edu
    — Over the last century, Component Analysis (CA) methods such as Principal Component Analysis (PCA), Linear Discriminant Analysis (LDA), Canonical Correlation Analysis (CCA), Lap...
    Fernando De la Torre
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    KDD
    2009
    ACM
    249views Data Mining» more  KDD 2009»
    Drosophila gene expression pattern annotation using sparse features and term-term interactions
    14 years 5 months ago
    Drosophila gene expression pattern annotation using sparse features and term-term interactions
    Download  www.public.asu.edu
    The Drosophila gene expression pattern images document the spatial and temporal dynamics of gene expression and they are valuable tools for explicating the gene functions, interac...
    Shuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou, ...
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    NIPS
    2008
    285views Information Technology» more  NIPS 2008»
    Natural Image Denoising with Convolutional Networks
    13 years 5 months ago
    Natural Image Denoising with Convolutional Networks
    Download  hebb.mit.edu
    We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...
    Viren Jain, H. Sebastian Seung
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