Simone Melzi

Orcid: 0000-0003-2790-9591

According to our database1, Simone Melzi authored at least 67 papers between 2014 and 2024.

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Bibliography

2024
Deformation Recovery: Localized Learning for Detail-Preserving Deformations.
ACM Trans. Graph., December, 2024

Reconstructing Curves from Sparse Samples on Riemannian Manifolds.
Comput. Graph. Forum, August, 2024

Localized Gaussians as Self-Attention Weights for Point Clouds Correspondence.
CoRR, 2024

How to Blend Concepts in Diffusion Models.
CoRR, 2024

Implicit-ARAP: Efficient Handle-Guided Deformation of High-Resolution Meshes and Neural Fields via Local Patch Meshing.
CoRR, 2024

Bijective upsampling and learned embedding for point clouds correspondences.
Comput. Graph., 2024

ReMatching: Low-Resolution Representations for Scalable Shape Correspondence.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
GIM3D plus: A labeled 3D dataset to design data-driven solutions for dressed humans.
Graph. Model., October, 2023

Attention And Positional Encoding Are (Almost) All You Need For Shape Matching.
Comput. Graph. Forum, August, 2023

Extracting a functional representation from a dictionary for non-rigid shape matching.
Comput. Graph., June, 2023

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
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Trans. Mach. Learn. Res., 2023

Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning.
CoRR, 2023

Does Stable Diffusion Dream of Electric Sheep.
Proceedings of The Seventh Image Schema Day co-located with The 20th International Conference on Principles of Knowledge Representation and Reasoning (KR 2023), 2023

2022
MoMaS: Mold Manifold Simulation for real-time procedural texturing.
Comput. Graph. Forum, October, 2022

Harnessing spectral representations for subgraph alignment.
CoRR, 2022

Explanatory Learning: Beyond Empiricism in Neural Networks.
CoRR, 2022

Localized Shape Modelling with Global Coherence: An Inverse Spectral Approach.
Comput. Graph. Forum, 2022

Learning Spectral Unions of Partial Deformable 3D Shapes.
Comput. Graph. Forum, 2022

Complex Functional Maps: A Conformal Link Between Tangent Bundles.
Comput. Graph. Forum, 2022

Foreword to the Special Section on Smart Tools and Applications in Graphics (STAG 2021).
Comput. Graph., 2022

Newton's Fractals on Surfaces via Bicomplex Algebra.
Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Posters, Vancouver BC Canada, August 7, 2022

Inverse Computational Spectral Geometry.
Proceedings of the 43rd Annual Conference of the European Association for Computer Graphics, 2022

GIM3D: A 3D Dataset for Garment Segmentation.
Proceedings of the Eurographics Italian Chapter Conference 2022, 2022

PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps.
Proceedings of the Eurographics Italian Chapter Conference 2022, 2022

2021
Infinite Feature Selection: A Graph-based Feature Filtering Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

A functional skeleton transfer.
Proc. ACM Comput. Graph. Interact. Tech., 2021

Spectral Shape Recovery and Analysis Via Data-driven Connections.
Int. J. Comput. Vis., 2021

Why you should learn functional basis.
CoRR, 2021

Learning to generate shape from global-local spectra.
CoRR, 2021

Spectral Unions of Partial Deformable 3D Shapes.
CoRR, 2021

Discrete Optimization for Shape Matching.
Comput. Graph. Forum, 2021

Orthogonalized Fourier Polynomials for Signal Approximation and Transfer.
Comput. Graph. Forum, 2021

Wavelet-based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis.
Comput. Graph. Forum, 2021

Shape Registration in the Time of Transformers.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning disentangled representations via product manifold projection.
Proceedings of the 38th International Conference on Machine Learning, 2021

Reposing and Retargeting Unrigged Characters with Intrinsic-extrinsic Transfer.
Proceedings of the Italian Chapter Conference 2021, 2021

Universal Spectral Adversarial Attacks for Deformable Shapes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
MapTree: recovering multiple solutions in the space of maps.
ACM Trans. Graph., 2020

FARM: Functional Automatic Registration Method for 3D Human Bodies.
Comput. Graph. Forum, 2020

Intrinsic/extrinsic embedding for functional remeshing of 3D shapes.
Comput. Graph., 2020

SHREC'20: Shape correspondence with non-isometric deformations .
Comput. Graph., 2020

Correspondence learning via linearly-invariant embedding.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Instant recovery of shape from spectrum via latent space connections.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
ZoomOut: spectral upsampling for efficient shape correspondence.
ACM Trans. Graph., 2019

ZoomOut: Spectral Upsampling for Efficient Shape Correspondence.
CoRR, 2019

Sparse representation of step functions on manifolds.
Comput. Graph., 2019

GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Matching Humans with Different Connectivity.
Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019

POP: Full Parametric model Estimation for Occluded People.
Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019

CMH: Coordinates Manifold Harmonics for Functional Remeshing.
Proceedings of the 12th Eurographics Workshop on 3D Object Retrieval, 2019

High-Resolution Augmentation for Automatic Template-Based Matching of Human Models.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Discrete Time Evolution Process Descriptor for Shape Analysis and Matching.
ACM Trans. Graph., 2018

Improved Functional Mappings via Product Preservation.
Comput. Graph. Forum, 2018

Localized Manifold Harmonics for Spectral Shape Analysis.
Comput. Graph. Forum, 2018

Indicators Basis for Functional Shape Analysis.
Proceedings of the Italian Chapter Conference 2018, 2018

2017
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Object Tracking via Dynamic Feature Selection Processes.
CoRR, 2016

Ranking to Learn: - Feature Ranking and Selection via Eigenvector Centrality.
Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Functional Maps for Brain Classification on Spectral Domain.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Online Feature Selection for Visual Tracking.
Proceedings of the British Machine Vision Conference 2016, 2016

Shape Analysis with Anisotropic Windowed Fourier Transform.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks.
Comput. Graph. Forum, 2015

Infinite Feature Selection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
A Bioinformatics Approach to 3D Shape Matching.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014


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