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    CVPR
    2012
    IEEE
    203views Computer Vision» more  CVPR 2012»
    Fixed-rank representation for unsupervised visual learning
    13 years 6 months ago
    Fixed-rank representation for unsupervised visual learning
    Download  www.cis.pku.edu.cn
    Subspace clustering and feature extraction are two of the most commonly used unsupervised learning techniques in computer vision and pattern recognition. State-of-theart technique...
    Risheng Liu, Zhouchen Lin, Fernando De la Torre, Z...
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    JMLR
    2012
    220views Programming Languages» more  JMLR 2012»
    Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
    13 years 6 months ago
    Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
    Download  jmlr.csail.mit.edu
    Open-text semantic parsers are designed to interpret any statement in natural language by inferring a corresponding meaning representation (MR – a formal representation of its s...
    Antoine Bordes, Xavier Glorot, Jason Weston, Yoshu...
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    ACL
    2010
    129views Computational Linguistics» more  ACL 2010»
    Learning Better Data Representation Using Inference-Driven Metric Learning
    15 years 1 months ago
    Learning Better Data Representation Using Inference-Driven Metric Learning
    Download  www.talukdar.net
    We initiate a study comparing effectiveness of the transformed spaces learned by recently proposed supervised, and semisupervised metric learning algorithms to those generated by ...
    Paramveer S. Dhillon, Partha Pratim Talukdar, Koby...
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    ACL
    2011
    202views Computational Linguistics» more  ACL 2011»
    Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
    14 years 7 months ago
    Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
    Download  www.aclweb.org
    Jun Suzuki, Hideki Isozaki, Masaaki Nagata
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    PKDD
    2009
    Springer
    109views Data Mining» more  PKDD 2009»
    Learning Multi-linear Representations of Distributions for Efficient Inference
    15 years 10 months ago
    Learning Multi-linear Representations of Distributions for Efficient Inference
    Download  l2r.cs.uiuc.edu
    Dan Roth, Rajhans Samdani
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