Luigi Sigillo

According to our database, Luigi Sigillo authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Metadata, Wavelet, and Time Aware Diffusion Models for Satellite Image Super Resolution.

Luigi Sigillo, Renato Giamba, Danilo Comminiello

CoRR, June, 2025

Latent Wavelet Diffusion: Enabling 4K Image Synthesis for Free.

Luigi Sigillo, Shengfeng He, Danilo Comminiello

CoRR, June, 2025

Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution.

Luigi Sigillo, Christian Bianchi, Aurelio Uncini, Danilo Comminiello

CoRR, May, 2025

Generalizing medical image representations via quaternion wavelet networks.

Luigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello

Neurocomputing, 2025

Gramian Multimodal Representation Learning and Alignment.

Giordano Cicchetti, Eleonora Grassucci, Luigi Sigillo, Danilo Comminiello

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models.

Eleonora Lopez, Luigi Sigillo, Federica Colonnese, Massimo Panella, Danilo Comminiello

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

A Wavelet Diffusion GAN for Image Super-Resolution.

Lorenzo Aloisi, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello

CoRR, 2024

Ship in Sight: Diffusion Models for Ship-Image Super Resolution.

Luigi Sigillo, Riccardo Fosco Gramaccioni, Alessandro Nicolosi, Danilo Comminiello

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

GROUSE: A Task and Model Agnostic Wavelet- Driven Framework for Medical Imaging.

Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello

IEEE Signal Process. Lett., 2023

Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting.

Luigi Sigillo, Alessandro Marzilli, Daniela Moretti, Eleonora Grassucci, Claudio Greco, Danilo Comminiello

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation.

Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

Hypercomplex Image- to- Image Translation.

Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello

Proceedings of the International Joint Conference on Neural Networks, 2022