A Topic Model Approach to Multi-Modal Similarity |
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| Abstract | Calculating similarities between objects defined by many heterogeneous data modalities is an important challenge in many multimedia applications. We use a multi-modal topic model as a basis for defining such a similarity between objects. We propose to compare the resulting similarities from different model realizations using the non-parametric Mantel test. The approach is evaluated on a music dataset. |
| Keywords | Topic model, multi-modal similarity |
| Type | Conference paper [With referee] |
| Conference | NIPS 2013 Workshop on Topic Models: Computation, Application, and Evaluation |
| Year | 2013 Month December |
| Note | This work was presented as a poster at the workshop |
| Electronic version(s) | [pdf] |
| Publication link | http://https://sites.google.com/site/nips2013topicmodels/ |
| BibTeX data | [bibtex] |
| IMM Group(s) | Intelligent Signal Processing |