297 search results - page 34 / 60 » Topologically-constrained latent variable models |
103
Voted
NAACL
2010
14 years 10 months ago
2010
This paper contributes a formalization of frame-semantic parsing as a structure prediction problem and describes an implemented parser that transforms an English sentence into a f...
105
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CIKM
2011
Springer
14 years 11 days ago
2011
Springer
We introduce a generative probabilistic document model based on latent Dirichlet allocation (LDA), to deal with textual errors in the document collection. Our model is inspired by...
139
Voted
ICCV
2011
IEEE
14 years 13 days ago
2011
IEEE
In this paper we develop an algorithm for action recognition and localization in videos. The algorithm uses a figurecentric visual word representation. Different from previous ap...
135
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JMLR
2012
13 years 2 months ago
2012
This paper proposes a novel Bayesian approximation inference method for mixture modeling. Our key idea is to factorize marginal log-likelihood using a variational distribution ove...
111
Voted
SIGIR
2010
ACM
15 years 4 months ago
2010
ACM
Diversity has been heavily motivated in the information retrieval literature as an objective criterion for result sets in search and recommender systems. Perhaps one of the most w...