[HTML][HTML] Detection of glaucoma using three-stage training with EfficientNet

I de Zarzà, J de Curtò, CT Calafate - Intelligent Systems with Applications, 2022 - Elsevier
This paper sets forth a methodology that is based on three-stage-training of a state-of-the-art
network architecture previously trained on Imagenet, and iteratively finetuned in three steps; …

Summarization of videos with the signature transform

J de Curtò, I de Zarzà, G Roig, CT Calafate - Electronics, 2023 - mdpi.com
This manuscript presents a new benchmark for assessing the quality of visual summaries
without the need for human annotators. It is based on the Signature Transform, specifically …

Signature and log-signature for the study of empirical distributions generated with GANs

J de Curtò, I de Zarzà, G Roig, CT Calafate - Electronics, 2023 - mdpi.com
In this paper, we address the research gap in efficiently assessing Generative Adversarial
Network (GAN) convergence and goodness of fit by introducing the application of the …

Learning with signatures

J de Curtò, I de Zarzà, H Yan, CT Calafate - arxiv preprint arxiv …, 2022 - arxiv.org
In this work we investigate the use of the Signature Transform in the context of Learning.
Under this assumption, we advance a supervised framework that potentially provides state …

Detection of glaucoma using three-stage training with EfficientNet

I de Zarzà i Cubero, J de Curtò y DíAz… - Intelligent Systems …, 2022 - openaccess.uoc.edu
This paper sets forth a methodology that is based on three-stage-training of a state-of-the-art
network architecture previously trained on Imagenet, and iteratively finetuned in three steps; …

[PDF][PDF] Intelligent Systems with Applications

I de Zarza, J de Curto, CT Calafate - researchgate.net
This paper sets forth a methodology that is based on three-stage-training of a state-of-the-art
network architecture previously trained on Imagenet, and iteratively finetuned in three steps; …

Frontiers of Large Language Models: Empowering Decision Optimization, Scene Understanding, and Summarization Through Advanced Computational Approaches …

J de Curtò i Díaz - 2023 - repositorio.comillas.edu
Este trabajo de investigación explora el impacto transformador de los Large Language
Models (LLMs) en el campo de la Inteligencia Artificial (IA), destacando su capacidad para …

[HENVISNING][C] Summarization of Videos with the Signature Transform. Electronics 2023, 12, 1735

J de Curtò, I de Zarzà, G Roig, CT Calafate - 2023