1146 search results - page 53 / 230 » Discriminative Locality Alignment |
122
Voted
EMNLP
2008
15 years 4 months ago
2008
We present a discriminative, latent variable approach to syntactic parsing in which rules exist at multiple scales of refinement. The model is formally a latent variable CRF gramm...
143
Voted
ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
Linear discriminant analysis (LDA) is a widely used feature extraction method for classification. We introduce distributed implementations of different versions of LDA, suitable ...
124
Voted
ACL
2012
13 years 5 months ago
2012
This paper proposes a data-driven method for concept-to-text generation, the task of automatically producing textual output from non-linguistic input. A key insight in our approac...
120
Voted
IJCNN
2008
IEEE
15 years 9 months ago
2008
IEEE
— We propose a feature selection criterion based on kernel discriminant analysis (KDA) for an -class problem, which finds eigenvectors on which the projected class data are loca...
135
Voted
CVPR
2012
IEEE
13 years 5 months ago
2012
IEEE
We describe a mid-level approach for action recognition. From an input video, we extract salient spatio-temporal structures by forming clusters of trajectories that serve as candi...