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Viviana Beltrán

Lady Viviana Beltrán Beltrán

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affiliation: University of La Rochelle, France

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Books and Theses

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2021
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Lady Viviana Beltrán Beltrán:
Visual and Textual Common Semantic Spaces for the Analysis of Multimodal Content. (Espaces sémantiques visuels et textuels communs pour l'analyse du contenu multimodal). University of La Rochelle, France, 2021

Journal Articles

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2021
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Viviana Beltrán, Juan C. Caicedo, Nicholas Journet, Mickaël Coustaty, François Lecellier, Antoine Doucet:
Deep multimodal learning for cross-modal retrieval: One model for all tasks. Pattern Recognit. Lett. 146: 38-45 (2021)
2019
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Jorge A. Vanegas, Viviana Beltrán, Hugo Jair Escalante, Fabio A. González:
Transductive non-linear semantic embedding for multi-class classification. Pattern Recognit. Lett. 128: 370-377 (2019)

Conference and Workshop Papers

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2022
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Viviana Beltrán, Mickaël Coustaty, Rosalba Agresta, Antoine Doucet:
Weighting Sliding Tiles For Writer Identification in Handwritten Musical Scores. SMC 2022: 2814-2819
2020
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Viviana Beltrán, Mickaël Coustaty, Nicholas Journet, Juan C. Caicedo, Antoine Doucet:
Multi-Attribute Learning With Highly Imbalanced Data. ICPR 2020: 9219-9226
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Viviana Beltrán, Mickaël Coustaty, Nicholas Journet, Juan C. Caicedo, Antoine Doucet:
An Extended Evaluation of the Impact of Different Modules in ST-VQA Systems. ICPRAI 2020: 562-574
2019
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Viviana Beltrán, Nicholas Journet, Mickaël Coustaty, Antoine Doucet:
Semantic Text Recognition via Visual Question Answering. WML@ICDAR 2019: 97-102
2016
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Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González:
A Two-Step Retrieval Method for Image Captioning. CLEF 2016: 150-161
2015
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Viviana Beltrán, Jorge A. Vanegas, Fabio A. González:
Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization. CIARP 2015: 676-682
[c2]
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Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González:
INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation. CLEF (Working Notes) 2015
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Jorge A. Vanegas, Viviana Beltrán, Fabio A. González:
Two-way Multimodal Online Matrix Factorization for Multi-label Annotation. ICPRAM (1) 2015: 279-285

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