174 search results - page 1 / 35 » A Conditional Random Field for Multiple-Instance Learning |
ICML
2010
IEEE
13 years 5 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
12 years 4 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
13 years 5 months ago
2010
IEEE
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
DAGM
2008
Springer
13 years 6 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...