S. Melzi

Most-cited papers

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2022arXiv.org2,702 citations
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The Visual Object Tracking VOT2016 Challenge Results
M. Kristan, A. Leonardis, Jiri Matas, Michael Felsberg +135 more
2016ECCV Workshops776 citations Open access
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2023Trans. Mach. Learn. Res.411 citations
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Infinite Feature Selection
Giorgio Roffo, S. Melzi, M. Cristani
2015IEEE International Conference on Computer Vision293 citations
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Learning class‐specific descriptors for deformable shapes using localized spectral convolutional networks
Davide Boscaini, J. Masci, S. Melzi, M. Bronstein +2 more
2015Eurographics Symposium on Geometry Processing230 citations Open access
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Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach
Giorgio Roffo, S. Melzi, U. Castellani, A. Vinciarelli
2017IEEE International Conference on Computer Vision225 citations Open access
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Infinite Feature Selection: A Graph-based Feature Filtering Approach
Giorgio Roffo, S. Melzi, U. Castellani, A. Vinciarelli +1 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence168 citations Open access
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Supplementary Materials ZoomOut : Spectral Upsampling for Efficient Shape Correspondence
S. Melzi, Abhishek Sharma
2019163 citations
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ZoomOut
S. Melzi, Jing Ren, E. Rodolà, Abhishek Sharma +2 more
2019ACM Transactions on Graphics108 citations
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Correspondence Learning via Linearly-invariant Embedding
R. Marin, Marie-Julie Rakotosaona, S. Melzi, M. Ovsjanikov
2020Neural Information Processing Systems83 citations
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FARM: Functional Automatic Registration Method for 3D Human Bodies
R. Marin, S. Melzi, E. Rodolà, U. Castellani
2018Computer graphics forum (Print)78 citations Open access
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Shape registration in the time of transformers
G. Trappolini, Luca Cosmo, Luca Moschella, R. Marin +2 more
2021Neural Information Processing Systems77 citations
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Discrete Optimization for Shape Matching
Jing Ren, S. Melzi, Peter Wonka, M. Ovsjanikov
2021Computer graphics forum (Print)76 citations Open access
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Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence with Functional Maps
Gautam Pai, Jing Ren, S. Melzi, Peter Wonka +1 more
2021Computer Vision and Pattern Recognition73 citations Open access
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SHREC 2019: Matching Humans with Different Connectivity
S. Melzi, R. Marin, E. Rodolà, U. Castellani +4 more
201965 citations
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Localized Manifold Harmonics for Spectral Shape Analysis
S. Melzi, E. Rodolà, U. Castellani, M. Bronstein
2017Computer graphics forum (Print)65 citations Open access
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Improved Functional Mappings via Product Preservation
Dorian Nogneng, S. Melzi, E. Rodolà, U. Castellani +2 more
2018Computer graphics forum (Print)64 citations Open access
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SHREC'20: Shape correspondence with non-isometric deformations
R. Dyke, Yu-Kun Lai, Paul L. Rosin, S. Zappalá +6 more
2020Computers & graphics62 citations Open access
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Ranking to Learn: - Feature Ranking and Selection via Eigenvector Centrality
Giorgio Roffo, S. Melzi
2016NFMCP@PKDD/ECML60 citations
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Feature Selection via Eigenvector Centrality
Giorgio Roffo, S. Melzi
201658 citations
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Matching Humans with Different Connectivity
S. Melzi, R. Marin, E. Rodolà, U. Castellani +4 more
20193DOR@Eurographics48 citations
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Complex Functional Maps: A Conformal Link Between Tangent Bundles
Nicolas Donati, E. Corman, S. Melzi, M. Ovsjanikov
2021Computer graphics forum (Print)46 citations Open access
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Learning disentangled representations via product manifold projection
Marco Fumero, Luca Cosmo, S. Melzi, E. Rodolà
2021International Conference on Machine Learning31 citations
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Intrinsic/extrinsic embedding for functional remeshing of 3D shapes
S. Melzi, R. Marin, Pietro Musoni, Filippo Bardon +2 more
2020Computers & graphics30 citations
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Discrete Time Evolution Process Descriptor for Shape Analysis and Matching
S. Melzi, M. Ovsjanikov, Giorgio Roffo, M. Cristani +1 more
2018ACM Transactions on Graphics30 citations Open access
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Online Feature Selection for Visual Tracking
Giorgio Roffo, S. Melzi
2016British Machine Vision Conference29 citations
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Spectral Shape Recovery and Analysis Via Data-driven Connections
R. Marin, Arianna Rampini, U. Castellani, E. Rodolà +2 more
2021International Journal of Computer Vision26 citations Open access
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GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching
S. Melzi, Riccardo Spezialetti, Federico Tombari, M. Bronstein +2 more
2019Computer Vision and Pattern Recognition25 citations
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MapTree
Jing Ren, S. Melzi, M. Ovsjanikov, Peter Wonka
2020ACM Transactions on Graphics23 citations Open access
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Wavelet‐based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis
Maxime Kirgo, S. Melzi, G. Patanè, E. Rodolà +1 more
2020Computer graphics forum (Print)23 citations Open access
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Shape Analysis with Anisotropic Windowed Fourier Transform
S. Melzi, E. Rodolà, U. Castellani, M. Bronstein
2016International Conference on 3D Vision23 citations
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Instant recovery of shape from spectrum via latent space connections
R. Marin, Arianna Rampini, U. Castellani, E. Rodolà +2 more
2020International Conference on 3D Vision22 citations Open access
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Universal Spectral Adversarial Attacks for Deformable Shapes
Arianna Rampini, Franco Pestarini, Luca Cosmo, S. Melzi +1 more
2021Computer Vision and Pattern Recognition20 citations Open access
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Deformation Recovery: Localized Learning for Detail-Preserving Deformations
Ramanathan Sundararaman, Nicolas Donati, S. Melzi, E. Corman +1 more
2024ACM Transactions on Graphics19 citations Open access
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Orthogonalized Fourier Polynomials for Signal Approximation and Transfer
F Maggioli, S. Melzi, M. Ovsjanikov, M. Bronstein +1 more
2021Computer graphics forum (Print)15 citations Open access
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Learning Spectral Unions of Partial Deformable 3D Shapes
Luca Moschella, S. Melzi, Luca Cosmo, F Maggioli +4 more
2021Computer graphics forum (Print)10 citations Open access
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Sustainability game
Miriam Pedol, Elena Biffi, S. Melzi
2021Corporate Social Responsibility and Environmental Management10 citations
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Sparse representation of step functions on manifolds
S. Melzi
2019Computers & graphics10 citations
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Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering
M. Denitto, S. Melzi, M. Bicego, U. Castellani +4 more
2017IEEE International Conference on Computer Vision10 citations Open access
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Assessing craniofacial growth and form without landmarks: A new automatic approach based on spectral methods
Robin Magnet, Kevin Bloch, M. Taverne, S. Melzi +3 more
2023Journal of morphology9 citations Open access
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Attention And Positional Encoding Are (Almost) All You Need For Shape Matching
Alessandro Raganato, G. Pasi, S. Melzi
2023Computer graphics forum (Print)9 citations Open access
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GIM3D plus: A labeled 3D dataset to design data-driven solutions for dressed humans
Pietro Musoni, S. Melzi, U. Castellani
2023Graphical Models9 citations Open access
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Extracting a functional representation from a dictionary for non-rigid shape matching
Michele Colombo, G. Boracchi, S. Melzi
2023Computers & graphics9 citations Open access
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CMH: Coordinates Manifold Harmonics for Functional Remeshing
R. Marin, S. Melzi, Pietro Musoni, Filippo Bardon +2 more
20193DOR@Eurographics9 citations
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Newton’s Fractals on Surfaces via Bicomplex Algebra
F Maggioli, Daniele Baieri, S. Melzi, E. Rodolà
2022SIGGRAPH Posters8 citations Open access
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GIM3D: A 3D Dataset for Garment Segmentation
Pietro Musoni, S. Melzi, U. Castellani
2022Smart Tools and Applications in Graphics7 citations
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High-Resolution Augmentation for Automatic Template-Based Matching of Human Models
R. Marin, S. Melzi, E. Rodolà, U. Castellani
2019International Conference on 3D Vision7 citations Open access
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Escaping Plato’s Cave: Towards the Alignment of 3D and Text Latent Spaces
Souhail Hadgi, Luca Moschella, Andrea Santilli, Diego Gomez +4 more
2025Computer Vision and Pattern Recognition6 citations Open access
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Why you should learn functional basis
R. Marin, Souhaib Attaiki, S. Melzi, E. Rodolà +1 more
2021arXiv.org6 citations
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Functional Maps for Brain Classification on Spectral Domain
S. Melzi, A. Mella, L. Squarcina, M. Bellani +5 more
2016SeSAMI@MICCAI6 citations
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