986 search results - page 84 / 198 » Zero-data Learning of New Tasks |
166
Voted
CVPR
2005
IEEE
16 years 5 months ago
2005
IEEE
We develop an object classification method that can learn a novel class from a single training example. In this method, experience with already learned classes is used to facilita...
130
Voted
CVPR
2004
IEEE
16 years 5 months ago
2004
IEEE
Face detection methods based on a cascade architecture have demonstrated fast and robust performance. Cascade learning is aided by the modularity of the architecture in which node...
127
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Gene silencing using exogenous small interfering RNAs (siRNAs) is now a widespread molecular tool for gene functional study and new-drug target identification. The key...
145
Voted
GECCO
2009
Springer
15 years 8 months ago
2009
Springer
We apply CMA-ES, an evolution strategy with covariance matrix adaptation, and TDL (Temporal Difference Learning) to reinforcement learning tasks. In both cases these algorithms se...
111
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
To address the problem of algorithm selection for the classification task, we equip a relational case base with new similarity measures that are able to cope with multirelational ...