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Researcher
Guillem Collell Talleda
- Disciplines:Information sciences
Affiliations
- Human-Computer Interaction (HCI) (Division)
Member
From1 Aug 2020 → 31 Jan 2021 - Informatics Section (Division)
Member
From1 Dec 2015 → 4 Aug 2020
Projects
1 - 1 of 1
- Bridging the Image and Text Spaces with Neural Network Methods for Multimodal Representation Learning and Spatial UnderstandingFrom27 Nov 2015 → 20 Apr 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 7 of 7
- Bridging the Image and Text Spaces with Neural Network Methods for Multimodal Representation Learning and Spatial Understanding(2020)
Authors: Guillem Collell Talleda, Marie-Francine Moens
- Do Neural Network Cross-Modal Mappings Really Bridge Modalities?(2018)
Authors: Guillem Collell Talleda, Marie-Francine Moens
Pages: 462 - 468 - Acquiring common sense spatial knowledge through implicit spatial templates(2018)
Authors: Guillem Collell Talleda, Luc Van Gool, Marie-Francine Moens
Pages: 6765 - 6772 - Learning representations specialized in spatial knowledge: Leveraging language and vision(2018)
Authors: Guillem Collell Talleda, Marie-Francine Moens
Pages: 133 - 144 - A simple plug-in bagging ensemble based on threshold-moving for classifying binary and multiclass imbalanced data(2017)
Authors: Guillem Collell Talleda
Pages: 330 - 340 - Imagined visual representations as multimodal embeddings(2017)
Authors: Guillem Collell Talleda, Teddy Zhang, Marie-Francine Moens
Pages: 4378 - 4384 - Learning to predict: A fast re-constructive method to generate multimodal embeddings(2016)
Authors: Guillem Collell Talleda, Teddy Zhang, Marie-Francine Moens
Pages: 1 - 9