Hypercomplex Image- to- Image Translation. - Eleonora Grassucci; Luigi Sigillo; Aurelio Uncini; Danilo Comminiello (IJCNN, 2022)

StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. - Luigi Sigillo; Eleonora Grassucci; Danilo Comminiello (ISCAS, 2023)

Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting. - Luigi Sigillo; Alessandro Marzilli; Daniela Moretti; Eleonora Grassucci; Claudio Greco 006; Danilo Comminiello (MLSP, 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)

Ship in Sight: Diffusion Models for Ship-Image Super Resolution. - Luigi Sigillo; Riccardo Fosco Gramaccioni; Alessandro Nicolosi; Danilo Comminiello (IJCNN, 2024)

A Wavelet Diffusion GAN for Image Super-Resolution. - Lorenzo Aloisi; Luigi Sigillo; Aurelio Uncini; Danilo Comminiello (CoRR, 2024)

Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models. - Eleonora Lopez; Luigi Sigillo; Federica Colonnese; Massimo Panella; Danilo Comminiello (ICASSP, 2025)

Gramian Multimodal Representation Learning and Alignment. - Giordano Cicchetti; Eleonora Grassucci; Luigi Sigillo; Danilo Comminiello (ICLR, 2025)

Generalizing medical image representations via quaternion wavelet networks. - Luigi Sigillo; Eleonora Grassucci; Aurelio Uncini; Danilo Comminiello (Neurocomputing, 2025)

Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution. - Luigi Sigillo; Christian Bianchi; Aurelio Uncini; Danilo Comminiello (CoRR, 2025)

Latent Wavelet Diffusion: Enabling 4K Image Synthesis for Free. - Luigi Sigillo; Shengfeng He; Danilo Comminiello (CoRR, 2025)

Metadata, Wavelet, and Time Aware Diffusion Models for Satellite Image Super Resolution. - Luigi Sigillo; Renato Giamba; Danilo Comminiello (CoRR, 2025)