Scholar
Luigi Sigillo
Google Scholar ID: woqY-ugAAAAJ
PhD Candidate in ICT, Sapienza Univerisity of Rome
Citations & Impact
Citations
90
H-index
7
i10-index
5
Publications
12
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- Papers published: 'Generalizing Medical Image Representations via Quaternion Wavelet Networks' accepted at Neurocomputing; 'Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution' accepted at IJCNN 2025; 'Metadata, Wavelet, and Time Aware Diffusion Models for Satellite Image Super Resolution' accepted at 3rd ML4RS Workshop - ICLR 2025; 'GRAM: Gramian Multimodal Representation Learning and Alignment' accepted at ICLR 2025. Successfully defended his PhD thesis.
Research Experience
- During his doctoral studies, he held a visiting researcher position at the Visual Understanding and Generation (VUG) Lab, School of Computing and Information Systems, SMU, working with Professor Shengfeng He; before starting the PhD, he worked as a full-time Machine Learning Engineer at omninext.
Education
- Ph.D. in Information and Communication Technologies from Sapienza University of Rome, supervised by Professor Danilo Comminiello; MSc in Computer Science Engineering from Sapienza University of Rome; BSc in Computer Science Engineering from Roma Tre University.
Background
- Research Interests: Generative deep learning, with a particular emphasis on diffusion models applied to various types of imagery, including aerial and medical images; computer vision and multimodal representation learning.
Miscellany
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