1719 search results - page 202 / 344 » Supervised Dictionary Learning |
123
Voted
ICPR
2008
IEEE
16 years 4 months ago
2008
IEEE
We outline an incremental learning algorithm designed for nonstationary environments where the underlying data distribution changes over time. With each dataset drawn from a new e...
166
Voted
FOIKS
2008
Springer
15 years 11 months ago
2008
Springer
Supervised learning deals with the inference of a distribution over an output or label space $\CY$ conditioned on points in an observation space $\CX$, given a training dataset $D$...
113
Voted
ICML
2009
IEEE
15 years 9 months ago
2009
IEEE
Physics-based simulation codes are widely used in science and engineering to model complex systems that would be infeasible to study otherwise. Such codes provide the highest-fid...
113
Voted
ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
135
Voted
ICCV
2005
IEEE
15 years 8 months ago
2005
IEEE
We address the problem of learning object class models and object segmentations from unannotated images. We introduce LOCUS (Learning Object Classes with Unsupervised Segmentation...