174 search results - page 1 / 35 » A Conditional Random Field for Multiple-Instance Learning |
94
Voted
ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
We present MI-CRF, a conditional random field (CRF) model for multiple instance learning (MIL). MI-CRF models bags as nodes in a CRF with instances as their states. It combines di...
EMMCVPR
2011
Springer
13 years 9 months ago
2011
Springer
Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an in...
ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
49
Voted
ICML
2005
IEEE
15 years 10 months ago
2005
IEEE
DAGM
2008
Springer
14 years 11 months ago
2008
Springer
We investigate maximum likelihood parameter learning in Conditional Random Fields (CRF) and present an empirical study of pseudo-likelihood (PL) based approximations of the paramet...