Simone Melzi

About Simone Melzi

Simone Melzi, With an exceptional h-index of 24 and a recent h-index of 23 (since 2020), a distinguished researcher at Sapienza Università di Roma, specializes in the field of geometry processing, shape analysis, shape matching.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reconstructing Curves from Sparse Samples on Riemannian Manifolds

Spectral Maps for Learning on Subgraphs

Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning

GIM3D plus: A labeled 3D dataset to design data-driven solutions for dressed humans

Attention And Positional Encoding Are (Almost) All You Need For Shape Matching

Assessing craniofacial growth and form without landmarks: A new automatic approach based on spectral methods

Extracting a functional representation from a dictionary for non-rigid shape matching

Smoothness and effective regularizations in learned embeddings for shape matching

Simone Melzi Information

University

Position

Postdoc Computer Science

Citations(all)

5400

Citations(since 2020)

4203

Cited By

2594

hIndex(all)

24

hIndex(since 2020)

23

i10Index(all)

33

i10Index(since 2020)

33

Email

University Profile Page

Google Scholar

Simone Melzi Skills & Research Interests

geometry processing

shape analysis

shape matching

Top articles of Simone Melzi

Reconstructing Curves from Sparse Samples on Riemannian Manifolds

arXiv preprint arXiv:2404.09661

2024/4/15

Spectral Maps for Learning on Subgraphs

arXiv preprint arXiv:2205.14938

2022/5/30

Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning

arXiv preprint arXiv:2310.09278

2023/10/13

GIM3D plus: A labeled 3D dataset to design data-driven solutions for dressed humans

Graphical Models

2023/10/1

Attention And Positional Encoding Are (Almost) All You Need For Shape Matching

Computer Graphics Forum

2023/8

Assessing craniofacial growth and form without landmarks: A new automatic approach based on spectral methods

Journal of Morphology

2023/8

Simone Melzi
Simone Melzi

H-Index: 14

Maks Ovsjanikov
Maks Ovsjanikov

H-Index: 31

Extracting a functional representation from a dictionary for non-rigid shape matching

Computers & Graphics

2023/6/1

Giacomo Boracchi
Giacomo Boracchi

H-Index: 18

Simone Melzi
Simone Melzi

H-Index: 14

Smoothness and effective regularizations in learned embeddings for shape matching

arXiv preprint arXiv:2112.07289

2021/12/14

Adjoint Bijective ZoomOut: Efficient Upsampling for Learned Linearly-invariant Embedding

2023

Spectral-based Segmentation for Functional Shape-matching

2023

Does Stable Diffusion Dream of Electric Sheep?

CEUR Workshop Proceedings

2023

Learning Spectral Unions of Partial Deformable 3D Shapes

Computer Graphics Forum

2022/5

Complex functional maps: A conformal link between tangent bundles

Computer Graphics Forum

2022/2

Explanatory Learning: Beyond Empiricism in Neural Networks

arXiv preprint arXiv:2201.10222

2022/1/25

GIM3D: A 3D Dataset for Garment Segmentation

2022

PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps

2021

Supplementary Material of Localized Shape Modelling with Global Coherence: An Inverse Spectral Approach

2022

MoMaS: Mold Manifold Simulation for real‐time procedural texturing

Computer Graphics Forum

2022/10

Newton’s Fractals on Surfaces via Bicomplex Algebra

2022/7/27

See List of Professors in Simone Melzi University(Sapienza Università di Roma)

Co-Authors

academic-engine