Guillem Collell
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Imagined visual representations as multimodal embeddings
G Collell, T Zhang, MF Moens
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
572017
A simple plug-in bagging ensemble based on threshold-moving for classifying binary and multiclass imbalanced data
G Collell, D Prelec, KR Patil
Neurocomputing 275, 330-340, 2018
512018
Brain activity and cognition: a connection from thermodynamics and information theory
G Collell, J Fauquet
Frontiers in psychology 6, 818, 2015
432015
Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations
G Collell, MF Moens
International Conference on Computational Linguistics (COLING), 2807–2817, 2016
31*2016
Acquiring common sense spatial knowledge through implicit spatial templates
G Collell, L Van Gool, MF Moens
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
162018
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
G Collell, MF Moens
ACL 2018, 2018
112018
Visual and affective grounding in language and mind
S De Deyne, D Navarro, G Collell, A Perfors
PsyArXiv, 2018
72018
Reviving threshold-moving: a simple plug-in bagging ensemble for binary and multiclass imbalanced data
G Collell, D Prelec, K Patil
arXiv preprint arXiv:1606.08698, 2016
72016
How the relationship between information theory and thermodynamics can contribute to explaining brain and cognitive activity: an integrative approach
G Collell, J Fauquet
Proceedings of the Sixth International Conference on Advanced Cognitive …, 2014
62014
Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding
T Deruyttere, G Collell, MF Moens
arXiv preprint arXiv:2003.08717, 2020
52020
Learning representations specialized in spatial knowledge: Leveraging language and vision
G Collell, MF Moens
Transactions of the Association for Computational Linguistics 6, 133-144, 2018
52018
Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings
G Collell, T Zhang, MF Moens
NIPS Workshop on Representation Learning in Artificial and Biological Neural …, 2017
12017
Visual and Affective Multimodal Models of Word Meaning in Language and Mind
S De Deyne, DJ Navarro, G Collell, A Perfors
Cognitive Science 45 (1), e12922, 2021
2021
Decoding language spatial relations to 2D spatial arrangements
G Radevski, G Collell, MF Moens, T Tuytelaars
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
2020
A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition.
R Li, G Collell, MF Moens
SwissText, 58-65, 2018
2018
Learning visually grounded common sense spatial knowledge for implicit spatial language
G Collell Talleda, MF Moens
Proceedings of the Thirteenth International Symposium on Commonsense …, 2017
2017
Actividad cerebral y cognición: una conexión entre la termodinámica y la teoría de la información
JF Ars, G Collell, J Fauquet
DivulgaUAB, 2016
2016
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Artikelen 1–17