Full, up-to-date list also available on Google Scholar.
2026
- Few-step Cofolding with All-Atom Flow Maps. arXiv preprint, 2026.
- Triangle Multiplication is All You Need for Biomolecular Structure Representations. J. Ouyang-Zhang, G. Scarpellini, et al. ICLR, 2026.
2025
- Pearl: A Foundation Model for Placing Every Atom in the Right Location. arXiv preprint, 2025.
- Condensation of Force Field Parameters from Machine Learning Predicted Distributions. D. Bonanni, Y. Zhang, G. Scarpellini, et al. Journal of Chemical Information and Modeling, 2025.
2024
- Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving. T. Tsesmelis, L. Palmieri, M. Khoroshiltseva, G. Scarpellini, et al. NeurIPS, 2024.
- DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly. G. Scarpellini, S. Fiorini, F. Giuliari, P. Morerio, A. Del Bue. CVPR, 2024.
- Look Around and Learn: Self-improving Object Detection by Exploration. G. Scarpellini, S. Rosa, P. Morerio, L. Natale, A. Del Bue. ECCV, 2024.
- π2vec: Policy Representation With Successor Features. G. Scarpellini, K. Konyushkova, C. Fantacci, T. Paine, Y. Chen, M. Denil. ICLR, 2024. Work from a research internship at Google DeepMind.
2023
- Positional Diffusion: Ordering Unordered Sets with Diffusion Probabilistic Models. F. Giuliari, G. Scarpellini, S. James, Y. Wang, A. Del Bue. Pattern Recognition Letters, 2023.
2022
- Event-driven Re-Id: A New Benchmark and Method Towards Privacy-Preserving Person Re-Identification. S. Ahmad, G. Scarpellini, P. Morerio, A. Del Bue. WACV, 2022.
2021
- Lifting Monocular Events to 3D Human Poses. G. Scarpellini, P. Morerio, A. Del Bue. CVPRW (Event-based Vision), 2021.