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AMR
2006
Springer

Learning to Retrieve Images from Text Queries with a Discriminative Model

9 years 12 months ago
Learning to Retrieve Images from Text Queries with a Discriminative Model
This work presents a discriminative model for the retrieval of pictures from text queries. The core idea of this approach is to minimize a loss directly related to the retrieval performance of the model. For that purpose, we rely on a ranking loss which has recently been successfully applied to text retrieval problems. The experiments performed over the Corel dataset show that our approach compares favorably with generative
David Grangier, Florent Monay, Samy Bengio
Added 20 Aug 2010
Updated 20 Aug 2010
Type Conference
Year 2006
Where AMR
Authors David Grangier, Florent Monay, Samy Bengio
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