Publications

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2023

Emergent Cooperation and Strategy Adaptation in Multi-Agent Systems: An Extended Coevolutionary Theory with LLMs

Electronics

I. de Zarzà, J. de Curtò, G. Roig, P. Manzoni, and C. T. Calafate
Signature and Log-Signature for the Study of Empirical Distributions Generated with GANs

Electronics

J. de Curtò, I. de Zarzà, G. Roig, and C. T. Calafate
Semantic Scene Understanding with Large Language Models on Unmanned Aerial Vehicles

Drones

J. de Curtò, I. de Zarzà, and C. T. Calafate
Area Estimation of Forest Fires using TabNet with Transformers

27th International Conference on Knowledge Based and Intelligent Information and Engineering Systems (KES 2023)

I. de Zarzà, J. de Curtò, and C. T. Calafate
UMAP for Geospatial Data Visualization

27th International Conference on Knowledge Based and Intelligent Information and Engineering Systems (KES 2023)

I. de Zarzà, J. de Curtò, and C. T. Calafate
Socratic Video Understanding on Unmanned Aerial Vehicles

27th International Conference on Knowledge Based and Intelligent Information and Engineering Systems (KES 2023)

I. de Zarzà, J. de Curtò, and C. T. Calafate
Optimizing Neural Networks for Imbalanced Data

Electronics

I. de Zarzà, J. de Curtò, and C. T. Calafate
Summarization of Videos with the Signature Transform

Electronics

J. de Curtò, I. de Zarzà, G. Roig, and C. T. Calafate
LLM Multimodal Traffic Accident Forecasting

Sensors

I. de Zarzà, J. de Curtò, G. Roig, and C. T. Calafate
Frontiers of Large Language Models: Empowering Decision Optimization, Scene Understanding, and Summarization Through Advanced Computational Approaches

[PhD Thesis]

J. de Curtò

Pages