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    » An Instance Selection Approach to Multiple Instance Learning
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    ML
    2007
    ACM
    104views Machine Learning» more  ML 2007»
    A general criterion and an algorithmic framework for learning in multi-agent systems
    14 years 9 months ago
    A general criterion and an algorithmic framework for learning in multi-agent systems
    Download  ai.stanford.edu
    We offer a new formal criterion for agent-centric learning in multi-agent systems, that is, learning that maximizes one’s rewards in the presence of other agents who might also...
    Rob Powers, Yoav Shoham, Thuc Vu
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    CLOR
    2006
    168views Computer Vision» more  CLOR 2006»
    A Sparse Object Category Model for Efficient Learning and Complete Recognition
    15 years 1 months ago
    A Sparse Object Category Model for Efficient Learning and Complete Recognition
    Download  people.csail.mit.edu
    We present a "parts and structure" model for object category recognition that can be learnt efficiently and in a weakly-supervised manner: the model is learnt from examp...
    Robert Fergus, Pietro Perona, Andrew Zisserman
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    NIPS
    2003
    127views Information Technology» more  NIPS 2003»
    Log-Linear Models for Label Ranking
    14 years 11 months ago
    Log-Linear Models for Label Ranking
    Download  books.nips.cc
    Label ranking is the task of inferring a total order over a predefined set of labels for each given instance. We present a general framework for batch learning of label ranking f...
    Ofer Dekel, Christopher D. Manning, Yoram Singer
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    IJON
    2007
    74views more  IJON 2007»
    Visual object concept discovery: Observations in congenitally blind children, and a computational approach
    14 years 9 months ago
    Visual object concept discovery: Observations in congenitally blind children, and a computational approach
    Download  web.mit.edu
    Over the course of the first few months of life, our brains accomplish a remarkable feat. They are able to interpret complex visual images so that instead of being just disconnec...
    Jake V. Bouvrie, Pawan Sinha
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    CRV
    2006
    IEEE
    155views Robotics» more  CRV 2006»
    Collaborative Multi-Camera Surveillance with Automated Person Detection
    15 years 4 months ago
    Collaborative Multi-Camera Surveillance with Automated Person Detection
    Download  www.cim.mcgill.ca
    This paper presents the groundwork for a distributed network of collaborating, intelligent surveillance cameras, implemented with low-cost embedded microprocessor camera modules. ...
    Trevor Ahmedali, James J. Clark
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