779 search results - page 55 / 156 » The Two Faces of Active Learning |
148
Voted
ICIP
2003
IEEE
16 years 5 months ago
2003
IEEE
Images typically contain smooth regions, which are easily compressed by linear transforms, and high activity regions (edges, textures), which are harder to compress. To compress t...
132
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
Data-driven Spoken Language Understanding (SLU) systems need semantically annotated data which are expensive, time consuming and prone to human errors. Active learning has been su...
143
Voted
FUIN
2008
15 years 3 months ago
2008
Abstract. The ability to recognize human activities from sensory information is essential for developing the next generation of smart devices. Many human activity recognition tasks...
150
Voted
ALT
2010
Springer
15 years 5 months ago
2010
Springer
Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...
122
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
This work proposes a learning method for deep architectures that takes advantage of sequential data, in particular from the temporal coherence that naturally exists in unlabeled v...