Luca Cosmo

85 papers A* 10B 11C 1Misc 3Journal 39Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diagnosing Alzheimer's disease using hypergraph neural networks with prompt tuning.
Pattern Recognit.
Chenyu Liu, Luca Cosmo, Luca Rossi
2025 Misc conf
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations.
ICASSP
Ruben Ciranni, Giorgio Mariani, Michele Mancusi, Emilian Postolache, Giorgio Fabbro, Emanuele Rodolà, Luca Cosmo
2025 A* conf
Generating Graphs via Spectral Diffusion.
ICLR
Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
2025 J jnl
Graph Kernel Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Luca Cosmo, Giorgia Minello, Alessandro Bicciato, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
2025 Misc conf
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models.
ICASSP
Emilian Postolache, Natalia Polouliakh, Hiroaki Kitano, Akima Connelly, Emanuele Rodolà, Luca Cosmo, Taketo Akama
2025 — conf
STAGE: Stemmed Accompaniment Generation through Prefix-Based Conditioning.
ISMIR
Giorgio Strano, Chiara Ballanti, Donato Crisostomi, Michele Mancusi, Luca Cosmo, Emanuele Rodolà
2025 J jnl
STAGE: Stemmed Accompaniment Generation through Prefix-Based Conditioning.
CoRR
Giorgio Strano, Chiara Ballanti, Donato Crisostomi, Michele Mancusi, Luca Cosmo, Emanuele Rodolà
2025 — ed.
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2024, Venice, Italy, September 9-10, 2024, Revised Selected Papers
S+SSPR
Andrea Torsello, Luca Rossi, Luca Cosmo, Giorgia Minello
2024 J jnl
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations.
CoRR
Ruben Ciranni, Emilian Postolache, Giorgio Mariani, Michele Mancusi, Luca Cosmo, Emanuele Rodolà
2024 J jnl
GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection.
Pattern Recognit.
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
2024 J jnl
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection.
CoRR
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
2024 Misc conf
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models.
ICASSP
Emilian Postolache, Giorgio Mariani, Luca Cosmo, Emmanouil Benetos, Emanuele Rodolà
2024 J jnl
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models.
CoRR
Emilian Postolache, Giorgio Mariani, Luca Cosmo, Emmanouil Benetos, Emanuele Rodolà
2024 — conf
GraFix: A Graph Transformer with Fixed Attention Based on the WL Kernel.
ICPR (4)
Lingfeng Zhang, Luca Cosmo, Giorgia Minello, Andrea Torsello, Luca Rossi
2024 J jnl
Graph Generation via Spectral Diffusion.
CoRR
Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
2024 — conf
LESI-GNN: An Interpretable Graph Neural Network Based on Local Structures Embedding.
S+SSPR
Giorgia Minello, Lingfeng Zhang, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
2024 A* conf
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation.
ICLR
Giorgio Mariani, Irene Tallini, Emilian Postolache, Michele Mancusi, Luca Cosmo, Emanuele Rodolà
2024 — conf
SelfGeo: Self-supervised and Geodesic-Consistent Estimation of Keypoints on Deformable Shapes.
ECCV (85)
Mohammad Zohaib, Luca Cosmo, Alessio Del Bue
2024 J jnl
SelfGeo: Self-supervised and Geodesic-consistent Estimation of Keypoints on Deformable Shapes.
CoRR
Mohammad Zohaib, Luca Cosmo, Alessio Del Bue
2024 J jnl
Stable-V2A: Synthesis of Synchronized Sound Effects with Temporal and Semantic Controls.
CoRR
Riccardo Fosco Gramaccioni, Christian Marinoni, Emilian Postolache, Marco Comunità, Luca Cosmo, Joshua D. Reiss, Danilo Comminiello
2023 J jnl
Differentiable Graph Module (DGM) for Graph Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Anees Kazi, Luca Cosmo, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein
2023 J jnl
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications.
Medical Image Anal.
Kamilia Zaripova, Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Michael M. Bronstein, Nassir Navab
2023 J jnl
Guided diffusion for inverse molecular design.
Nat. Comput. Sci.
Tomer Weiss, Eduardo Mayo Yanes, Sabyasachi Chakraborty, Luca Cosmo, Alex M. Bronstein, Renana Gershoni-Poranne
2023 A* conf
Latent Autoregressive Source Separation.
AAAI
Emilian Postolache, Giorgio Mariani, Michele Mancusi, Andrea Santilli, Luca Cosmo, Emanuele Rodolà
2023 J jnl
Latent Autoregressive Source Separation.
CoRR
Emilian Postolache, Giorgio Mariani, Michele Mancusi, Andrea Santilli, Luca Cosmo, Emanuele Rodolà
2023 J jnl
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation.
CoRR
Giorgio Mariani, Irene Tallini, Emilian Postolache, Michele Mancusi, Luca Cosmo, Emanuele Rodolà
2023 — conf
Spectral Maps for Learning on Subgraphs.
NeurReps
Marco Pegoraro, Riccardo Marin, Arianna Rampini, Simone Melzi, Luca Cosmo, Emanuele Rodolà
2022 J jnl
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature.
Int. J. Comput. Vis.
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
2022 A* conf
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport.
CVPR
Mahdi Saleh, Shun-Cheng Wu, Luca Cosmo, Nassir Navab, Benjamin Busam, Federico Tombari
2022 J jnl
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport.
CoRR
Mahdi Saleh, Shun-Cheng Wu, Luca Cosmo, Nassir Navab, Benjamin Busam, Federico Tombari
2022 — conf
Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment.
S+SSPR
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
2022 J jnl
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications.
CoRR
Kamilia Mullakaeva, Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein
2022 J jnl
Harnessing spectral representations for subgraph alignment.
CoRR
Marco Pegoraro, Riccardo Marin, Arianna Rampini, Simone Melzi, Luca Cosmo, Emanuele Rodolà
2022 — conf
Inverse Computational Spectral Geometry.
Eurographics (Tutorials)
Emanuele Rodolà, Luca Cosmo, Maks Ovsjanikov, Arianna Rampini, Simone Melzi, Michael M. Bronstein, Riccardo Marin
2022 J jnl
Learning Spectral Unions of Partial Deformable 3D Shapes.
Comput. Graph. Forum
Luca Moschella, Simone Melzi, Luca Cosmo, Filippo Maggioli, Or Litany, Maks Ovsjanikov, Leonidas J. Guibas, Emanuele Rodolà
2021 J jnl
Graph Kernel Neural Networks.
CoRR
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
2021 A* conf
Learning disentangled representations via product manifold projection.
ICML
Marco Fumero, Luca Cosmo, Simone Melzi, Emanuele Rodolà
2021 J jnl
Learning disentangled representations via product manifold projection.
CoRR
Marco Fumero, Luca Cosmo, Simone Melzi, Emanuele Rodolà
2021 A* conf
Shape Registration in the Time of Transformers.
NeurIPS
Giovanni Trappolini, Luca Cosmo, Luca Moschella, Riccardo Marin, Simone Melzi, Emanuele Rodolà
2021 J jnl
Shape registration in the time of transformers.
CoRR
Giovanni Trappolini, Luca Cosmo, Luca Moschella, Riccardo Marin, Simone Melzi, Emanuele Rodolà
2021 J jnl
Spectral Unions of Partial Deformable 3D Shapes.
CoRR
Luca Moschella, Simone Melzi, Luca Cosmo, Filippo Maggioli, Or Litany, Maks Ovsjanikov, Leonidas J. Guibas, Emanuele Rodolà
2021 A* conf
Universal Spectral Adversarial Attacks for Deformable Shapes.
CVPR
Arianna Rampini, Franco Pestarini, Luca Cosmo, Simone Melzi, Emanuele Rodolà
2021 J jnl
Universal Spectral Adversarial Attacks for Deformable Shapes.
CoRR
Arianna Rampini, Franco Pestarini, Luca Cosmo, Simone Melzi, Emanuele Rodolà
2021 J jnl
Unsupervised Source Separation via Bayesian Inference in the Latent Domain.
CoRR
Michele Mancusi, Emilian Postolache, Marco Fumero, Andrea Santilli, Luca Cosmo, Emanuele Rodolà
2020 J jnl
A parametric analysis of discrete Hamiltonian functional maps.
Comput. Graph. Forum
Emilian Postolache, Marco Fumero, Luca Cosmo, Emanuele Rodolà
2020 J jnl
Differentiable Graph Module (DGM) Graph Convolutional Networks.
CoRR
Anees Kazi, Luca Cosmo, Nassir Navab, Michael M. Bronstein
2020 J jnl
Generating Adversarial Surfaces via Band-Limited Perturbations.
Comput. Graph. Forum
Giorgio Mariani, Luca Cosmo, Alexander M. Bronstein, Emanuele Rodolà
2020 — conf
LIMP: Learning Latent Shape Representations with Metric Preservation Priors.
ECCV (3)
Luca Cosmo, Antonio Norelli, Oshri Halimi, Ron Kimmel, Emanuele Rodolà
2020 J jnl
LIMP: Learning Latent Shape Representations with Metric Preservation Priors.
CoRR
Luca Cosmo, Antonio Norelli, Oshri Halimi, Ron Kimmel, Emanuele Rodolà
2020 J jnl
Latent Patient Network Learning for Automatic Diagnosis.
CoRR
Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein
2020 — conf
Latent-Graph Learning for Disease Prediction.
MICCAI (2)
Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein
2020 — conf
The Average Mixing Kernel Signature.
ECCV (20)
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Luca Rossi, Andrea Torsello
2019 A* conf
Isospectralization, or How to Hear Shape, Style, and Correspondence.
CVPR
Luca Cosmo, Mikhail Panine, Arianna Rampini, Maks Ovsjanikov, Michael M. Bronstein, Emanuele Rodolà
2019 C conf
Stochastic Phase Estimation and Unwrapping.
ICPRAM
Mara Pistellato, Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Gasparetto, Andrea Torsello
2018 B conf
Adaptive Albedo Compensation for Accurate Phase-Shift Coding.
ICPR
Mara Pistellato, Luca Cosmo, Filippo Bergamasco, Andrea Gasparetto, Andrea Albarelli
2018 B conf
Cross-Dataset Data Augmentation for Convolutional Neural Networks Training.
ICPR
Andrea Gasparetto, Dalila Ressi, Filippo Bergamasco, Mara Pistellato, Luca Cosmo, Marco Boschetti, Enrico Ursella, Andrea Albarelli
2018 J jnl
Isospectralization, or how to hear shape, style, and correspondence.
CoRR
Luca Cosmo, Mikhail Panine, Arianna Rampini, Maks Ovsjanikov, Michael M. Bronstein, Emanuele Rodolà
2018 B conf
Neighborhood-Based Recovery of Phase Unwrapping Faults.
ICPR
Mara Pistellato, Filippo Bergamasco, Luca Cosmo, Andrea Gasparetto, Dalila Ressi, Andrea Albarelli
2017 J jnl
Consistent Partial Matching of Shape Collections via Sparse Modeling.
Comput. Graph. Forum
Luca Cosmo, Emanuele Rodolà, Andrea Albarelli, Facundo Mémoli, Daniel Cremers
2017 — conf
Deformable Shape Retrieval with Missing Parts.
3DOR@Eurographics
Emanuele Rodolà, Luca Cosmo, Or Litany, Michael M. Bronstein, Alexander M. Bronstein, Nicolas Audebert, A. Ben Hamza, Alexandre Boulch, Umberto Castellani, Minh N. Do, Duc Anh Duong, Takahiko Furuya, Andrea Gasparetto, Y. Hong, J. Kim, Bertrand Le Saux, Roee Litman, Majid Masoumi, Giorgia Minello, Hai-Dang Nguyen, V.-T. Nguyen, Ryutarou Ohbuchi, Viet-Khoi Pham, Thuyen V. Phan, M. Rezaei, Andrea Torsello, Minh-Triet Tran, Q. T. Tran, Bao Truong, L. Wan, Changqing Zou
2017 A* conf
Parameter-Free Lens Distortion Calibration of Central Cameras.
ICCV
Filippo Bergamasco, Luca Cosmo, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello
2017 J jnl
Partial Functional Correspondence.
Comput. Graph. Forum
Emanuele Rodolà, Luca Cosmo, Michael M. Bronstein, Andrea Torsello, Daniel Cremers
2017 — conf
Spatial Maps: From Low Rank Spectral to Sparse Spatial Functional Representations.
3DV
Andrea Gasparetto, Luca Cosmo, Emanuele Rodolà, Michael M. Bronstein, Andrea Torsello
2016 J jnl
A 5 degrees of freedom multi-user pointing device for interactive whiteboards.
Pattern Anal. Appl.
Andrea Albarelli, Luca Cosmo, Filippo Bergamasco, Flavio Sartoretto, Andrea Torsello
2016 B conf
A game-theoretical approach for joint matching of multiple feature throughout unordered images.
ICPR
Luca Cosmo, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello, Emanuele Rodolà, Daniel Cremers
2016 J jnl
An Accurate and Robust Artificial Marker Based on Cyclic Codes.
IEEE Trans. Pattern Anal. Mach. Intell.
Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Emanuele Rodolà, Andrea Torsello
2016 B conf
Dense multi-view homography estimation and plane segmentation.
ICPR
Filippo Bergamasco, Luca Cosmo, Michele Schiavinato, Andrea Albarelli, Andrea Torsello
2016 — conf
Matching Deformable Objects in Clutter.
3DV
Luca Cosmo, Emanuele Rodolà, Jonathan Masci, Andrea Torsello, Michael M. Bronstein
2016 — conf
Matching of Deformable Shapes with Topological Noise.
3DOR@Eurographics
Zorah Lähner, Emanuele Rodolà, Michael M. Bronstein, Daniel Cremers, Oliver Burghard, Luca Cosmo, Alexander Dieckmann, Reinhard Klein, Yusuf Sahillioglu
2016 B conf
Non-rigid dense bijective maps.
ICPR
Andrea Gasparetto, Luca Cosmo, Andrea Torsello, Richard C. Wilson
2016 — conf
Partial Matching of Deformable Shapes.
3DOR@Eurographics
Luca Cosmo, Emanuele Rodolà, Michael M. Bronstein, Andrea Torsello, Daniel Cremers, Yusuf Sahillioglu
2015 — —
3D acquisition and analysis with applications in interaction and contactless measurement.
Luca Cosmo
2015 A* conf
Adopting an unconstrained ray model in light-field cameras for 3D shape reconstruction.
CVPR
Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Torsello, Emanuele Rodolà, Daniel Cremers
2015 — conf
Evaluating stereo vision and user tracking in mixed reality tasks!
3DUI
Andrea Albarelli, Augusto Celentano, Luca Cosmo
2015 — conf
Objective and Subjective Metrics for 3D Display Perception Evaluation.
ICPRAM (2)
Andrea Albarelli, Luca Cosmo, Filippo Bergamasco, Andrea Gasparetto
2015 — conf
On the Interplay between Data Overlay and Real-World Context using See-through Displays.
CHItaly
Andrea Albarelli, Augusto Celentano, Luca Cosmo, Renato Marchi
2015 J jnl
Partial Functional Correspondence.
CoRR
Emanuele Rodolà, Luca Cosmo, Michael M. Bronstein, Andrea Torsello, Daniel Cremers
2015 J jnl
Phase-based spatio-temporal interpolation for accurate 3D localization in camera networks.
Pattern Recognit. Lett.
Andrea Albarelli, Luca Cosmo, Filippo Bergamasco, Flavio Sartoretto
2014 B conf
A low cost tracking system for position-dependent 3D visual interaction.
AVI
Luca Cosmo, Andrea Albarelli, Filippo Bergamasco
2014 B conf
Camera Calibration from Coplanar Circles.
ICPR
Filippo Bergamasco, Luca Cosmo, Andrea Albarelli, Andrea Torsello
2014 B conf
Design and Evaluation of a Viewer-Dependent Stereoscopic Display.
ICPR
Luca Cosmo, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello
2014 B conf
Evaluating accuracy of perception in an adaptive stereo vision interface.
AVI
Andrea Albarelli, Luca Cosmo, Augusto Celentano
2014 B conf
High-Coverage 3D Scanning through Online Structured Light Calibration.
ICPR
Andrea Albarelli, Luca Cosmo, Filippo Bergamasco, Andrea Torsello
2013 J jnl
Using multiple sensors for reliable markerless identification through supervised learning.
Mach. Vis. Appl.
Andrea Albarelli, Filippo Bergamasco, Augusto Celentano, Luca Cosmo, Andrea Torsello
2012 — conf
A Robust Multi-camera 3D Ellipse Fitting for Contactless Measurements.
3DIMPVT
Filippo Bergamasco, Luca Cosmo, Andrea Albarelli, Andrea Torsello