2278 search results - page 23 / 456 » Multiple-Instance Active Learning |
107
click to vote
ECML
2006
Springer
15 years 5 months ago
2006
Springer
Abstract. We propose a novel active learning strategy based on the compression framework of [9] for label ranking functions which, given an input instance, predict a total order ov...
78
Voted
JISE
2007
15 years 2 months ago
2007
125
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
This paper is concerned with the question of how to online combine an ensemble of active learners so as to expedite the learning progress during a pool-based active learning sessi...
124
Voted
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
We present an active learning framework to simultaneously learn appearance and contextual models for scene understanding tasks (multi-class classification). Existing multi-class a...
118
Voted
ICCV
2009
IEEE
16 years 7 months ago
2009
IEEE
We present a method to learn visual attributes (eg.“red”,
“metal”, “spotted”) and object classes (eg. “car”,
“dress”, “umbrella”) together. We assume imag...