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Spectral geometric methods in practice

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Publications

A parametric analysis of discrete Hamiltonian functional maps

Author(s): E. Postolache, M. Fumero, L. Cosmo, E. Rodolà
Published in: Computer Graphics Forum, Issue 39/5, 2020, Page(s) 103-118, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.14072

Wavelet‐based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis

Author(s): Maxime Kirgo, Simone Melzi, Giuseppe Patanè, Emanuele Rodolà, Maks Ovsjanikov
Published in: Computer Graphics Forum, Issue 40/1, 2021, Page(s) 165-179, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.14180

Certification of Gaussian Boson Sampling via graph theory

Author(s): Giordani, Taira; Mannucci, Valerio; Spagnolo, Nicolò; Fumero, Marco; Rampini, Arianna; Rodolà, Emanuele; Sciarrino, Fabio
Published in: Quantum Sci. Technol., 2023, ISSN 2058-9565
Publisher: Purpose-led Publishing

Geometric Epitope and Paratope Prediction

Author(s): Marco Pegoraro; Clémentine Dominé; Emanuele Rodolà; Petar Veličković; Andreea Deac
Published in: Bioinformatics, 2024, ISSN 1367-4811
Publisher: ISCB

Learning Spectral Unions of Partial Deformable 3D Shapes

Author(s): Moschella, Luca; Melzi, Simone; Cosmo, Luca; Maggioli, Filippo; Litany, Or; Ovsjanikov, Maks; Guibas, Leonidas; Rodolà, Emanuele
Published in: CGF, 2021, ISSN 1467-8659
Publisher: Wiley

Orthogonalized Fourier Polynomials for Signal Approximation and Transfer

Author(s): F. Maggioli, S. Melzi, M. Ovsjanikov, M. M. Bronstein, E. Rodolà
Published in: Computer Graphics Forum, Issue 40/2, 2021, Page(s) 435-447, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.142645

MoMaS: Mold Manifold Simulation for real‐time procedural texturing

Author(s): F. Maggioli; R. Marin; S. Melzi; E. Rodolà
Published in: CGF, 2023, ISSN 1467-8659
Publisher: Wiley

FARM: Functional Automatic Registration Method for 3D Human Bodies

Author(s): R. Marin, S. Melzi, E. Rodolà, U. Castellani
Published in: Computer Graphics Forum, Issue 39/1, 2019, Page(s) 160-173, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13751

ZoomOut

Author(s): Simone Melzi, Jing Ren, Emanuele Rodolà, Abhishek Sharma, Peter Wonka, Maks Ovsjanikov
Published in: ACM Transactions on Graphics, Issue 38/6, 2019, Page(s) 1-14, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3355089.3356524

Functional Maps Representation On Product Manifolds

Author(s): E. Rodolà, Z. Lähner, A. M. Bronstein, M. M. Bronstein, J. Solomon
Published in: Computer Graphics Forum, Issue 38/1, 2018, Page(s) 678-689, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13598

Nonlinear spectral geometry processing via the TV transform

Author(s): Marco Fumero, Michael Möller, Emanuele Rodolà
Published in: ACM Transactions on Graphics, Issue 39/6, 2020, Page(s) 1-16, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3414685.3417849

Spectral Shape Recovery and Analysis Via Data-driven Connections

Author(s): Riccardo Marin, Arianna Rampini, Umberto Castellani, Emanuele Rodolà, Maks Ovsjanikov, Simone Melzi
Published in: International Journal of Computer Vision, Issue 129/10, 2021, Page(s) 2745-2760, ISSN 0920-5691
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11263-021-01492-6

Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification

Author(s): Danilo Avola, Luigi Cinque, Alessio Fagioli, Sebastiano Filetti, Giorgio Grani, Emanuele Rodola
Published in: IEEE Transactions on Circuits and Systems for Video Technology, 2021, Page(s) 1-1, ISSN 1051-8215
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsvt.2021.3074414

Generating Adversarial Surfaces via Band‐Limited Perturbations

Author(s): G. Mariani, L. Cosmo, A. M. Bronstein, E. Rodolà
Published in: Computer Graphics Forum, Issue 39/5, 2020, Page(s) 253-264, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.14083

Newton’s Fractals on Surfaces via Bicomplex Algebra

Author(s): Maggioli F.; Baieri D.; Melzi S.; Rodola E.
Published in: Proc. SIGGRAPH Posters, 2022
Publisher: ACM

Instant recovery of shape from spectrum via latent space connections

Author(s): Riccardo Marin, Arianna Rampini, Umberto Castellani, Emanuele Rodola, Maks Ovsjanikov, Simone Melzi
Published in: 2020 International Conference on 3D Vision (3DV), 2020, Page(s) 120-129, ISBN 978-1-7281-8128-8
Publisher: IEEE
DOI: 10.1109/3dv50981.2020.00022

Efficiently Parallelizable Strassen-Based Multiplication of a Matrix by its Transpose

Author(s): Viviana Arrigoni, Filippo Maggioli, Annalisa Massini, Emanuele Rodolà
Published in: 50th International Conference on Parallel Processing, 2021, Page(s) 1-12, ISBN 9781450390682
Publisher: ACM
DOI: 10.1145/3472456.3473519

Fish sounds: towards the evaluation of marine acoustic biodiversity through data-driven audio source separation

Author(s): Mancusi, Michele; Zonca, Nicola; Rodolà, Emanuele; Zuffi, Silvia
Published in: Proc. I3DA, 2023
Publisher: IEEE

SHREC’19: Shape correspondence with isometric and non-isometric deformations

Author(s): Dyke, R. M.; Stride, C.; Lai, Y. -K.; Rosin, P. L.; Aubry, M.; Boyarski, A.; Bronstein, A. M.; Bronstein, M. M.; Cremers, D.; Fisher, M.; Groueix, T.; Guo, D.; Kim, V. G.; Kimmel, R.; Lähner, Z.; Li, K.; Litany, O.; Remez, T.; Rodolà, E.; Russell, B. C.; Sahillioglu, Y.; Slossberg, R.; Tam, G. K. L.; Vestner, M.; Wu,; and Yang, Z.
Published in: 12th EG Workshop 3D Object Retrieval, Issue 2, 2019
Publisher: ACM

Vector Quantile Regression on Manifolds

Author(s): Pegoraro, Marco; Vedula, Sanketh; Rosenberg, Aviv A.; Tallini, Irene; Rodolà, Emanuele; Bronstein, Alex M.
Published in: Proc. AISTATS, 2024
Publisher: PMLR

SHREC’19: matching humans with different connectivity

Author(s): Melzi, S.; Marin, R.; Rodolà, E.; Castellani, U.; Ren, J.; Poulenard, A.; Wonka,; and Ovsjanikov, P.
Published in: 12th EG Workshop 3D Object Retrieval, 2019
Publisher: ACM

Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching

Author(s): Ramana Sundararaman; Riccardo Marin; Emanuele Rodola'; Maks Ovsjanikov
Published in: Proc. NeurIPS, 2022
Publisher: NeurIPS

From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication

Author(s): Cannistraci, Irene; Moschella, Luca; Fumero, Marco; Maiorca, Valentino; Rodolà, Emanuele
Published in: Proc. ICLR, 2024
Publisher: PMLR

Cluster-driven Graph Federated Learning over Multiple Domains

Author(s): Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodola, Barbara Caputo
Published in: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021, Page(s) 2743-2752, ISBN 978-1-6654-4899-4
Publisher: IEEE
DOI: 10.1109/cvprw53098.2021.00309

Relative representations enable zero-shot latent space communication

Author(s): Luca Moschella; Valentino Maiorca; Marco Fumero; Antonio Norelli; Francesco Locatello; Emanuele Rodola
Published in: Proc. ICLR, 2023
Publisher: PMLR

Latent Space Translation via Semantic Alignment

Author(s): Valentino Maiorca; Luca Moschella; Antonio Norelli; Marco Fumero; Francesco Locatello; Emanuele Rodola'
Published in: Proc. NeurIPS, 2023
Publisher: NeurIPS

Latent Autoregressive Source Separation

Author(s): Emilian Postolache; Giorgio Mariani; Michele Mancusi; Andrea Santilli; Luca Cosmo; Emanuele Rodola`
Published in: Proc. AAAI, 2023
Publisher: PKP Publishing Services Network
DOI: 10.1609/aaai.v37i8.26131

Bootstrapping Parallel Anchors for Relative Representations

Author(s): Cannistraci, Irene; Moschella, Luca; Maiorca, Valentino; Fumero, Marco; Norelli, Antonio; Rodolà, Emanuele
Published in: Proc. ICLR TinyPapers, 2023
Publisher: PMLR

Fauno: The Italian Large Language Model that will leave you senza parole!

Author(s): Andrea Bacciu; Giovanni Trappolini; Andrea Santilli; Emanuele Rodolà; Fabrizio Silvestri
Published in: Proc. CliC-it, 2023
Publisher: CEUR-WS
DOI: 10.48550/arxiv.2306.14457

Spectral Maps for Learning on Subgraphs

Author(s): Pegoraro, Marco; Marin, Riccardo; Rampini, Arianna; Melzi, Simone; Cosmo, Luca; Rodolà, Emanuele
Published in: Proc. NeurReps, 2023
Publisher: PMLR

Syncfusion: Multimodal Onset-Synchronized Video-to-Audio Foley Synthesis

Author(s): Comunità, Marco; Gramaccioni, Riccardo F.; Postolache, Emilian; Rodolà, Emanuele; Comminiello, Danilo; Reiss, Joshua D.
Published in: Proc. ICASSP, 2024
Publisher: IEEE

Multi-Source Diffusion Models for Simultaneous Music Generation and Separation

Author(s): Mariani, Giorgio; Tallini, Irene; Postolache, Emilian; Mancusi, Michele; Cosmo, Luca; Rodolà, Emanuele
Published in: Proc. ICLR, 2024
Publisher: PMLR

Unsupervised Learning of Dense Shape Correspondence

Author(s): Oshri Halimi, Or Litany, Emanuele Rodola Rodola, Alex M. Bronstein, Ron Kimmel
Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, Page(s) 4365-4374, ISBN 978-1-7281-3293-8
Publisher: IEEE
DOI: 10.1109/CVPR.2019.00450

Correspondence-Free Region Localization for Partial Shape Similarity via Hamiltonian Spectrum Alignment

Author(s): Arianna Rampini, Irene Tallini, Maks Ovsjanikov, Alex M. Bronstein, Emanuele Rodola
Published in: 2019 International Conference on 3D Vision (3DV), 2019, Page(s) 37-46, ISBN 978-1-7281-3131-3
Publisher: IEEE
DOI: 10.1109/3DV.2019.00014

High-Resolution Augmentation for Automatic Template-Based Matching of Human Models

Author(s): Riccardo Marin, Simone Melzi, Emanuele Rodola, Umberto Castellani
Published in: 2019 International Conference on 3D Vision (3DV), 2019, Page(s) 230-239, ISBN 978-1-7281-3131-3
Publisher: IEEE
DOI: 10.1109/3DV.2019.00034

GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching

Author(s): Simone Melzi, Riccardo Spezialetti, Federico Tombari, Michael M. Bronstein, Luigi Di Stefano, Emanuele Rodola
Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, Page(s) 4624-4633, ISBN 978-1-7281-3293-8
Publisher: IEEE
DOI: 10.1109/CVPR.2019.00476

Isospectralization, or How to Hear Shape, Style, and Correspondence

Author(s): Luca Cosmo, Mikhail Panine, Arianna Rampini, Maks Ovsjanikov, Michael M. Bronstein, Rodola Rodola
Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, Page(s) 7521-7530, ISBN 978-1-7281-3293-8
Publisher: IEEE
DOI: 10.1109/CVPR.2019.00771

Multimodal Neural Databases

Author(s): Giovanni Trappolini; Andrea Santilli; Emanuele Rodolà; Alon Halevy; Fabrizio Silvestri
Published in: Proc. SIGIR, 2023
Publisher: ACM

Metric Based Few-Shot Graph Classification

Author(s): Donato Crisostomi; Simone Antonelli; Valentino Maiorca; Luca Moschella; Riccardo Marin; Emanuele Rodola'
Published in: Proc. LoG, 2022
Publisher: PMLR

Learning disentangled representations via product manifold projection

Author(s): Marco Fumero, Luca Cosmo, Simone Melzi, Emanuele Rodola
Published in: Proceedings of the 38th International Conference on Machine Learning, Issue 139, 2021, Page(s) 3530-3540
Publisher: PMLR

Shape registration in the time of transformers

Author(s): Giovanni Trappolini; Luca Cosmo; Luca Moschella; Riccardo Marin; Simone Melzi; Emanuele Rodolà
Published in: Proc. NIPS, Issue 14, 2021
Publisher: NIPS

Camoscio: an Italian Instruction-tuned LLaMA

Author(s): Santilli, Andrea; Rodolà, Emanuele
Published in: Proc. CliC-it, 2023
Publisher: CEUR-WS

ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training

Author(s): Norelli, Antonio; Fumero, Marco; Maiorca, Valentino; Moschella, Luca; Rodolà, Emanuele; Locatello, Francesco
Published in: Proc. NeurIPS, 2023
Publisher: NeurIPS

Accelerating Transformer Inference for Translation via Parallel Decoding

Author(s): Santilli, Andrea; Severino, Silvio; Postolache, Emilian; Maiorca, Valentino; Mancusi, Michele; Marin, Riccardo; Rodolà, Emanuele
Published in: Proc. ACL, 2023
Publisher: ACL

Universal Spectral Adversarial Attacks for Deformable Shapes

Author(s): Arianna Rampini, Franco Pestarini, Luca Cosmo, Simone Melzi, Emanuele Rodola
Published in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Page(s) 3216-3226
Publisher: IEEE

3D Human Pose Estimation Using Möbius Graph Convolutional Networks

Author(s): Azizi N.; Possegger H.; Rodola E.; Bischof H.
Published in: Lecture Notes in Computer Science ISBN: 9783031197680, Issue 35, 2022
Publisher: Springer
DOI: 10.1007/978-3-031-19769-7_10

Towards Precise Completion of Deformable Shapes

Author(s): Oshri Halimi, Ido Imanuel, Or Litany, Giovanni Trappolini, Emanuele Rodolà, Leonidas Guibas, Ron Kimmel
Published in: Computer Vision – ECCV 2020 - 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIV, Issue 12369, 2020, Page(s) 359-377, ISBN 978-3-030-58585-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-58586-0_22

The Average Mixing Kernel Signature

Author(s): Andrea Torsello; Giorgia Minello; Luca Cosmo; Luca Cosmo; Luca Rossi; Michael M. Bronstein; Michael M. Bronstein; Michael M. Bronstein
Published in: Lecture Notes in Computer Science ISBN: 9783030585648, Issue 20, 2020
Publisher: Springer

LIMP: Learning Latent Shape Representations with Metric Preservation Priors

Author(s): Luca Cosmo, Antonio Norelli, Oshri Halimi, Ron Kimmel, Emanuele Rodolà
Published in: Computer Vision – ECCV 2020 - 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part III, Issue 12348, 2020, Page(s) 19-35, ISBN 978-3-030-58579-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-58580-8_2

Smoothness and effective regularizations in learned embeddings for shape matching

Author(s): Marin, Riccardo; Attaiki, Souhaib; Melzi, Simone; Rodolà, Emanuele; Ovsjanikov, Maks
Published in: arXiv preprint, 2022
Publisher: arXiv

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