Donato Crisostomi

According to our database, Donato Crisostomi authored at least 29 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PHALAR: Phasors for Learned Musical Audio Representations.

Davide Marincione, Michele Mancusi, Giorgio Strano, Luca Cerovaz, Donato Crisostomi, Roberto Ribuoli, Emanuele Rodolà

CoRR, May, 2026

Model Merging: Foundations and Algorithms.

Donato Crisostomi

CoRR, May, 2026

Multi-objective Evolutionary Merging Enables Efficient Reasoning Models.

Mario Iacobelli, Adrian Robert Minut, Tommaso Mencattini, Donato Crisostomi, Andrea Santilli, Iacopo Masi, Emanuele Rodolà

CoRR, April, 2026

Multi-Way Representation Alignment.

Akshit Achara, Tatiana Gaintseva, Mateo Mahaut, Pritish Chakraborty, Viktor Stenby Johansson, Melih Barsbey, Emanuele Rodolà, Donato Crisostomi

CoRR, February, 2026

2025

Membership and Dataset Inference Attacks on Large Audio Generative Models.

Jakub Proboszcz, Pawel Kochanski, Karol Korszun, Donato Crisostomi, Giorgio Strano, Emanuele Rodolà, Kamil Deja, Jan Dubinski

CoRR, December, 2025

Model Merging Improves Zero-Shot Generalization in Bioacoustic Foundation Models.

Davide Marincione, Donato Crisostomi, Roberto Dessì, Emanuele Rodolà, Emanuele Rossi

CoRR, November, 2025

Language Models are Injective and Hence Invertible.

Giorgos Nikolaou, Tommaso Mencattini, Donato Crisostomi, Andrea Santilli, Yannis Panagakis, Emanuele Rodolà

CoRR, October, 2025

Two-Scale Latent Dynamics for Recurrent-Depth Transformers.

Francesco Pappone, Donato Crisostomi, Emanuele Rodolà

CoRR, September, 2025

On Task Vectors and Gradients.

Luca Zhou, Daniele Solombrino, Donato Crisostomi, Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Fabrizio Silvestri, Emanuele Rodolà

CoRR, August, 2025

Implicit Inversion turns CLIP into a Decoder.

Antonio D'Orazio, Maria Rosaria Briglia, Donato Crisostomi, Dario Loi, Emanuele Rodolà, Iacopo Masi

CoRR, May, 2025

MASS: MoErging through Adaptive Subspace Selection.

Donato Crisostomi, Alessandro Zirilli, Antonio Andrea Gargiulo, Maria Sofia Bucarelli, Simone Scardapane, Fabrizio Silvestri, Iacopo Masi, Emanuele Rodolà

CoRR, April, 2025

Activation Patching for Interpretable Steering in Music Generation.

Simone Facchiano, Giorgio Strano, Donato Crisostomi, Irene Tallini, Tommaso Mencattini, Fabio Galasso, Emanuele Rodolà

CoRR, April, 2025

MERGE³: Efficient Evolutionary Merging on Consumer-grade GPUs.

Tommaso Mencattini, Adrian Robert Minut, Donato Crisostomi, Andrea Santilli, Emanuele Rodolà

CoRR, February, 2025

Preface of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models.

Clémentine C. J. Dominé, Marco Fumero, Zorah Lähner, Donato Crisostomi, Luca Moschella, Kimberly Stachenfeld

Proceedings of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models, 2025

STAGE: Stemmed Accompaniment Generation through Prefix-Based Conditioning.

Giorgio Strano, Chiara Ballanti, Donato Crisostomi, Michele Mancusi, Luca Cosmo, Emanuele Rodolà

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

LoopGen: Training-Free Loopable Music Generation.

Davide Marincione, Giorgio Strano, Donato Crisostomi, Roberto Ribuoli, Emanuele Rodolà

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

Update Your Transformer to the Latest Release: Re-Basin of Task Vectors.

Filippo Rinaldi, Giacomo Capitani, Lorenzo Bonicelli, Donato Crisostomi, Federico Bolelli, Elisa Ficarra, Emanuele Rodolà, Simone Calderara, Angelo Porrello

Proceedings of the Forty-second International Conference on Machine Learning, 2025

MERGE3: Efficient Evolutionary Merging on Consumer-grade GPUs.

Tommaso Mencattini, Adrian Robert Minut, Donato Crisostomi, Andrea Santilli, Emanuele Rodolà

Proceedings of the Forty-second International Conference on Machine Learning, 2025

ATM: Improving Model Merging by Alternating Tuning and Merging.

Luca Zhou, Daniele Solombrino, Donato Crisostomi, Maria Sofia Bucarelli, Fabrizio Silvestri, Emanuele Rodolà

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Task Singular Vectors: Reducing Task Interference in Model Merging.

Antonio Andrea Gargiulo, Donato Crisostomi, Maria Sofia Bucarelli, Simone Scardapane, Fabrizio Silvestri, Emanuele Rodolà

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Mergenetic: a Simple Evolutionary Model Merging Library.

Adrian Robert Minut, Tommaso Mencattini, Andrea Santilli, Donato Crisostomi, Emanuele Rodolà

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2025

2024

C²M³: Cycle-Consistent Multi-Model Merging.

Donato Crisostomi, Marco Fumero, Daniele Baieri, Florian Bernard, Emanuele Rodolà

CoRR, 2024

$C^2M^3$: Cycle-Consistent Multi-Model Merging.

Donato Crisostomi, Marco Fumero, Daniele Baieri, Florian Bernard, Emanuele Rodolà

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Efficient Generation of Multimodal Fluid Simulation Data.

Daniele Baieri, Donato Crisostomi, Stefano Esposito, Filippo Maggioli, Emanuele Rodolà

CoRR, 2023

From charts to atlas: Merging latent spaces into one.

Donato Crisostomi, Irene Cannistraci, Luca Moschella, Pietro Barbiero, Marco Ciccone, Pietro Liò, Emanuele Rodolà

Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2023

AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs.

Thomas Ricatte, Donato Crisostomi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track), 2023

Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses.

Donato Crisostomi, Andrea Caciolai, Alessandro Pedrani, Kay Rottmann, Alessandro Manzotti, Enrico Palumbo, Davide Bernardi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track), 2023

2022

Few-Shot Object Detection: A Survey.

Simone Antonelli, Danilo Avola, Luigi Cinque, Donato Crisostomi, Gian Luca Foresti, Fabio Galasso, Marco Raoul Marini, Alessio Mecca, Daniele Pannone

ACM Comput. Surv., January, 2022

Metric Based Few-Shot Graph Classification.

Donato Crisostomi, Simone Antonelli, Valentino Maiorca, Luca Moschella, Riccardo Marin, Emanuele Rodolà

Proceedings of the Learning on Graphs Conference, 2022