2295 search results - page 176 / 459 » Learning Overcomplete Representations |
120
Voted
AAAI
2011
14 years 1 months ago
2011
Transfer learning allows knowledge to be extracted from auxiliary domains and be used to enhance learning in a target domain. For transfer learning to be successful, it is critica...
100
Voted
CVPR
2005
IEEE
16 years 3 months ago
2005
IEEE
The appearance of dynamic scenes is often largely governed by a latent low-dimensional dynamic process. We show how to learn a mapping from video frames to this lowdimensional rep...
104
Voted
PKDD
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. The Factored Markov Decision Process (FMDP) framework is a standard representation for sequential decision problems under uncertainty where the state is represented as a ...
116
Voted
ICPR
2002
IEEE
15 years 6 months ago
2002
IEEE
In this paper we describe a method of learning hierarchical representations for describing and recognizing gestures expressed as one and two arm movements using competitive learni...
93
Voted
FLAIRS
2008
15 years 3 months ago
2008
We investigate the use of self-predicting neural networks for autonomous robot learning within noisy or partially predictable environments. A benchmark experiment is performed in ...