30 search results - page 2 / 6 » Multi-label learning by exploiting label dependency |
171
Voted
CVPR
2012
IEEE
13 years 3 months ago
2012
IEEE
In this paper we introduce Structured Local Predictors (SLP) – A new formulation that considers the image labelling problem from a structured learning point of view. SLP are loc...
134
Voted
ICCV
2011
IEEE
14 years 1 months ago
2011
IEEE
We present an active learning approach to choose image annotation requests among both object category labels and the objects’ attribute labels. The goal is to solicit those labe...
137
Voted
ICDM
2007
IEEE
15 years 5 months ago
2007
IEEE
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
101
Voted
NIPS
2003
15 years 2 months ago
2003
In this paper we present Discriminative Random Fields (DRF), a discriminative framework for the classification of natural image regions by incorporating neighborhood spatial depe...
133
Voted
ECML
2006
Springer
15 years 4 months ago
2006
Springer
In this paper, we provide a study on the use of tree kernels to encode syntactic parsing information in natural language learning. In particular, we propose a new convolution kerne...