Luigi Sigillo
DIET Dept, Sapienza University of Rome
Building B (RM032), Floor 1, Room 114
Via Eudossiana 18 - 00184 Rome, Italy
Hey theređź‘‹, I am Luigi, a Computer Science Engineer and Ph.D. student in Information and Communication Technologies (ICT) at Sapienza University of Rome.
I am a member👨‍🔬 of the ISPAMM Lab, supervised by professor Danilo Comminiello and my main research topic is generative deep learning.
I completed the BSc at Roma Tre University and the MSc at Sapienza University Of Rome, both in Computer Science Engineering🎓.
Before starting the PhD, I worked as a full time Machine Learning Engineer👨‍💻 for omninext.
My research centers on generative deep-learning methods, particularly diffusion models, for diverse image types and applications, including aerial and medical images, with a broader interest in computer vision and multimodal representation learning.
news
May 10, 2024 | I will present two papers at the Italian Workshop on Neural Networks (WIRN) 2024 “A Wavelet Diffusion GAN for Image Super-Resolution” and “Counterfactual-Aware Diffusion Models” see you in Vietri Sul Mare! |
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Mar 15, 2024 | “Ship in Sight: Diffusion Models for Ship-Image Super Resolution” has been accepted at WCCI 2024 see you in Yokohama! |
Dec 13, 2023 | “GROUSE: A Task and Model Agnostic Wavelet-Driven Framework for Medical Imaging” has been selected as SPS Journal Presentation at ICASSP 2024 see you in Seul! |
Jun 13, 2023 | “Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting” has been accepted at MLSP 2023 see you in Rome! |
Feb 13, 2023 | “StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation” has been accepted at ISCAS 2023 see you in Monterey! |