702 search results - page 75 / 141 » Learning Probabilistic Models of Relational Structure |
116
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
Learning probabilistic graphical models from high-dimensional datasets is a computationally challenging task. In many interesting applications, the domain dimensionality is such a...
112
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
While discriminative training (e.g., CRF, structural SVM) holds much promise for machine translation, image segmentation, and clustering, the complex inference these applications ...
106
Voted
EMNLP
2008
15 years 2 months ago
2008
We demonstrate the effectiveness of multilingual learning for unsupervised part-of-speech tagging. The key hypothesis of multilingual learning is that by combining cues from multi...
129
click to vote
ACCV
2006
Springer
15 years 6 months ago
2006
Springer
We present a novel method to transfer speech animation recorded in low resolution videos onto realistic 3D facial models. Unsupervised learning is utilized on a speech video corpus...
100
click to vote
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
This paper describes an unsupervised learning technique for modeling human locomotion styles, such as distinct related activities (e.g. running and striding) or variations of the ...