Guillem Collell
TitleCited byYear
Imagined visual representations as multimodal embeddings
G Collell, T Zhang, MF Moens
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
392017
Brain activity and cognition: a connection from thermodynamics and information theory
G Collell, J Fauquet
Frontiers in psychology 6, 818, 2015
362015
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
252018
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
23*2016
Acquiring common sense spatial knowledge through implicit spatial templates
G Collell, L Van Gool, MF Moens
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
102018
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
G Collell, MF Moens
ACL 2018, 2018
52018
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
52014
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
42016
Visual and affective grounding in language and mind
S De Deyne, D Navarro, G Collell, A Perfors
PsyArXiv, 2018
32018
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
12018
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
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
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Articles 1–13