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ICML
2004
IEEE
16 years 1 days ago
Optimising area under the ROC curve using gradient descent
This paper introduces RankOpt, a linear binary classifier which optimises the area under the ROC curve (the AUC). Unlike standard binary classifiers, RankOpt adopts the AUC stat...
Alan Herschtal, Bhavani Raskutti
ISMAR
2003
IEEE
15 years 12 months ago
Multiview Paraperspective Projection Model for Diminished Reality
This paper introduces a ”Diminished Reality” technique for removing an object or collection of objects and replacing it with an appropriate background image. Diminished Realit...
Siavash Zokai, Julien Esteve, Yakup Genc, Nassir N...
ISCA
2010
IEEE
314views Hardware» more  ISCA 2010»
15 years 11 months ago
Energy-performance tradeoffs in processor architecture and circuit design: a marginal cost analysis
Power consumption has become a major constraint in the design of processors today. To optimize a processor for energyefficiency requires an examination of energy-performance trade...
Omid Azizi, Aqeel Mahesri, Benjamin C. Lee, Sanjay...
GECCO
2010
Springer
178views Optimization» more  GECCO 2010»
15 years 11 months ago
Crossing the reality gap in evolutionary robotics by promoting transferable controllers
The reality gap, that often makes controllers evolved in simulation inefficient once transferred onto the real system, remains a critical issue in Evolutionary Robotics (ER); it p...
Sylvain Koos, Jean-Baptiste Mouret, Stéphan...
ICCV
1999
IEEE
15 years 11 months ago
Illumination Distribution from Brightness in Shadows: Adaptive Estimation of Illumination Distribution with Unknown Reflectance
This paper describes a new method for estimating the illumination distribution of a real scene from a radiance distribution inside shadows cast by an object in the scene. First, t...
Imari Sato, Yoichi Sato, Katsushi Ikeuchi