Luigi Sigillo
DIET Dept, Sapienza University of Rome
Building B (RM032), Floor 1, Room 114
Via Eudossiana 18 - 00184 Rome, Italy
Hey there👋, 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.
My main research focus is generative deep learning 🧠, with a particular emphasis on diffusion models 🌫️ applied to various types of imagery 🖼️, including aerial 🛰️ and medical 🏥 images. More broadly, I’m interested in computer vision 👁️ and multimodal representation learning 🔀.
I am also a visiting researcher 🧳 at the Visual Understanding and Generation (VUG) Lab at the School of Computing and Information Systems, SMU, working with Professor Shengfeng He.
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.
news
| Apr 06, 2025 | “Generalizing Medical Image Representations via Quaternion Wavelet Networks” has been accepted at Neurocomputing ! |
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| Mar 31, 2025 | “Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution” has been accepted at IJCNN 2025 see you in Rome! |
| Mar 03, 2025 | “Metadata, Wavelet, and Time Aware Diffusion Models for Satellite Image Super Resolution” has been accepted at 3rd ML4RS Workshop - ICLR 2025 see you in Singapore! |
| Jan 20, 2025 | “GRAM: Gramian Multimodal Representation Learning and Alignment” has been accepted at ICLR 2025 see you in Singapore! |
| Dec 20, 2024 | “Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models” has been accepted at ICASSP 2025 see you in Hyderabad! |