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Bayesian nonparametric inference of latent topic ...
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由 T Shimamawari 著作2015 — In this paper, we propose h-SymCorrLDA to discover latent topic hierarchies from multimodal data by combining the ideas of the two previously mentioned models: ...
Bayesian nonparametric inference of latent topic hierarchies for ...
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Research on multimodal data analysis such as anno- tated image analysis is becoming more important than ever due to the increase in the amount of data.
Bayesian Non-parametric Inference of Multimodal Topic ...
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由 T Shimamawari 著作2016被引用 2 次 — In this paper, we propose h-. SymCorrLDA to discover latent topic hierarchies from multimodal data by combining the ideas of the two previously mentioned ...
Revision History for Bayesian nonparametric inference of...
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In this paper, we propose h-SymCorrLDA to discover latent topic hierarchies from multimodal data by combining the ideas of the two previously mentioned models: ...
Bayesian Nonparametric Inference of Latent Topic Hierarchies for ...
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タイトル: Bayesian Nonparametric Inference of Latent Topic Hierarchies for Multimodal Data. 著者: Takuji Shimamawari, Koji Eguchi, Atsuhiro Takasu ...
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A Bayesian nonparametric multimodal data modeling framework for video ... Bayesian nonparametric inference of latent topic hierarchies for multimodal data ...
The nested chinese restaurant process and bayesian ...
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由 DM Blei 著作2010被引用 930 次 — This model exemplifies a recent trend in statistical machine learning—the use of Bayesian nonparametric methods to infer distributions on flexible data ...
Sequential Bayesian Nonparametric Multimodal Topic Models ...
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To understand activities in complicated scenes from visual data, we propose a hierarchical Bayesian model to connect three elements: low-level visual ...
Nonparametric Bayesian topic modelling with the ...
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由 KW Lim 著作2016被引用 49 次 — In this section, we discuss the basic design of our nonparametric Bayesian topic models using hierarchical Pitman–Yor processes (HPYP). In particular, we will ...
a bayesian nonparametric multimodal data modeling ...
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由 J Xue 著作被引用 12 次 — In this framework, we then use a symmetric correspondence hierar- chical Dirichlet processes (Sym-cHDP) model to mine their latent emotional events (topics) ...