Simone Melzi

Istituto Nazionale di Fisica Nucleare, Sezione di Milano Bicocca — Italy

Engineering · Physical Sciences

20h-index2.9kcitations101works0.72yr avg
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Research Topics

3D Shape Modeling and Analysis(56), Computer Graphics and Visualization Techniques(35), Advanced Numerical Analysis Techniques(18), Image Processing and 3D Reconstruction(16), Human Pose and Action Recognition(10)

Publications98 total

The advantages of our proposed Saturn coefficient over continuity and trustworthiness for UMAP dimensionality reduction evaluation
PeerJ Computer Science·2026Open Access
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning
Lecture notes in computer science·2026Open Access
GLUE3D: General language understanding evaluation for 3D point clouds
Information Fusion·2025Open Access
FUSE: A Flow-based Mapping Between Shapes
arXiv (Cornell University)·2025Open Access
NAM: Neural Adjoint Maps for refining shape correspondences
ACM Transactions on Graphics·2025Open Access
Blending Concepts with Text-to-Image Diffusion Models
arXiv (Cornell University)·2025Open Access
Volumetric Functional Maps
arXiv (Cornell University)·2025Open Access
Escaping Plato’s Cave: Towards the Alignment of 3D and Text Latent Spaces
2025Open Access
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces
arXiv (Cornell University)·2025Open Access
Capturing and Modeling Real Cloth Deformations for Virtual Garment Design
Lecture notes in computer science·2025
ReMatching: Low-Resolution Representations for Scalable Shape Correspondence
Lecture notes in computer science·2024· 3 citedOpen Access
Fetal GAs prediction via geometric descriptors of cortical development
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Fetal gestational age prediction via shape descriptors of cortical development
Frontiers in Pediatrics·2024· 1 citedOpen Access
Deformation Recovery: Localized Learning for Detail-Preserving Deformations
ACM Transactions on Graphics·2024· 3 citedOpen Access
SShaDe: scalable shape deformation via local representations
arXiv (Cornell University)·2024Open Access
Reconstructing Curves from Sparse Samples on Riemannian Manifolds
Computer Graphics Forum·2024· 1 citedOpen Access
How to Blend Concepts in Diffusion Models
arXiv (Cornell University)·2024Open Access
Bijective upsampling and learned embedding for point clouds correspondences
Computers & Graphics·2024· 5 cited
Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing
arXiv (Cornell University)·2024Open Access
Localized Gaussians as Self-Attention Weights for Point Clouds Correspondence
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Maks Ovsjanikov(19), Umberto Castellani(18), Emanuele Rodolà(17), Riccardo Marin(11), Giorgio Roffo(10), Jing Ren(7), Peter Wonka(7), Michael M. Bronstein(4), Pietro Musoni(4), Marco Cristani(3), Arianna Rampini(3), Filippo Maggioli(3), Alessandro Vinciarelli(2), Abhishek Sharma(2), Nicolas Donati(2), Étienne Corman(2), Filippo Bardon(2), Marco Tarini(2), Maxime Kirgo(2), Giuseppe Patanè(2)