Simone Melzi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
ReMatching: Low-Resolution Representations for Scalable Shape Correspondence	Lecture Notes in Computer Science	2024
Learning Spectral Unions of Partial Deformable 3D Shapes	Computer Graphics Forum	2022
Localized Shape Modelling with Global Coherence: An Inverse Spectral Approach	COMPUTER GRAPHICS FORUM	2022
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models	TRANSACTIONS ON MACHINE LEARNING RESEARCH	2022
Spectral Shape Recovery and Analysis Via Data-driven Connections	INTERNATIONAL JOURNAL OF COMPUTER VISION	2021
Orthogonalized Fourier Polynomials for Signal Approximation and Transfer	COMPUTER GRAPHICS FORUM	2021
Learning disentangled representations via product manifold projection	Proceedings of the 38th International Conference on Machine Learning	2021
Universal Spectral Adversarial Attacks for Deformable Shapes	Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)	2021
Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps	Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021)	2021
Discrete Optimization for Shape Matching	COMPUTER GRAPHICS FORUM	2021
Shape Registration in the Time of Transformers	Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021)	2021
FARM: Functional Automatic Registration Method for 3D Human Bodies	COMPUTER GRAPHICS FORUM	2020
Intrinsic/extrinsic embedding for functional remeshing of 3D shapes	COMPUTERS & GRAPHICS	2020
MapTree: Recovering multiple solutions in the space of maps	ACM TRANSACTIONS ON GRAPHICS	2020
Wavelet-based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis	COMPUTER GRAPHICS FORUM	2020
Instant recovery of shape from spectrum via latent space connections	2020 International Conference on 3D Vision (3DV)	2020
SHREC’20: shape correspondence with non-isometric deformations	COMPUTERS & GRAPHICS	2020
Correspondence Learning via Linearly-invariant Embedding	Advances in Neural Information Processing Systems	2020
Infinite Feature Selection: a Graph-based Feature Filtering Approach	IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE	2020
ZoomOut: spectral upsampling for efficient shape correspondence	ACM TRANSACTIONS ON GRAPHICS	2019

Progetti di Ricerca

Artificial intelligence and Latent representation for 3D shapes exploration and analysis
Functional tools from spectral geometry processing to medical imaging applications