2204 search results - page 71 / 441 » Agnostic active learning |
151
click to vote
ICCV
2007
IEEE
16 years 6 months ago
2007
IEEE
Discriminative methods for visual object category recognition are typically non-probabilistic, predicting class labels but not directly providing an estimate of uncertainty. Gauss...
145
click to vote
ICIP
2007
IEEE
16 years 6 months ago
2007
IEEE
We propose a framework to learn statistical shape models for faces as piecewise linear models. Specifically, our methodology builds upon primitive active shape models(ASM) to hand...
116
click to vote
KDD
2002
ACM
16 years 4 months ago
2002
ACM
Deduplication is a key operation in integrating data from multiple sources. The main challenge in this task is designing a function that can resolve when a pair of records refer t...
165
click to vote
ICASSP
2009
IEEE
15 years 11 months ago
2009
IEEE
We propose a new active learning algorithm to address the problem of selecting a limited subset of utterances for transcribing from a large amount of unlabeled utterances so that ...
149
click to vote
ICASSP
2010
IEEE
15 years 4 months ago
2010
IEEE
We propose a committee-based active learning method for large vocabulary continuous speech recognition. In this approach, multiple recognizers are prepared beforehand, and the rec...