11573/1751174 - 2025 -
Task Singular Vectors: Reducing Task Interference in Model Merging Gargiulo, Antonio Andrea; Crisostomi, Donato; Bucarelli, Maria Sofia; Scardapane, Simone; Silvestri, Fabrizio; Rodolà, Emanuele - 04b Atto di convegno in volume
congresso: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025 (Nashville, Tennessee, USA)
libro: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - ()
11573/1750761 - 2025 -
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs Mencattini, Tommaso; Minut, Robert Adrian; Crisostomi, Donato; Santilli, Andrea; Rodola, Emanuele - 04f Poster
congresso: International Conference on Machine Learning (Vancouver; Canada)
libro: Proceedings of Machine Learning Research - ()
11573/1750756 - 2025 -
Mergenetic: a Simple Evolutionary Model Merging Library Minut, Adrian Robert; Mencattini, Tommaso; Santilli, Andrea; Crisostomi, Donato; Rodola, Emanuele - 04b Atto di convegno in volume
congresso: Association for Computational Linguistics (Vienna; Austria)
libro: System Demonstrations - ()
11573/1726455 - 2024 -
C2M3: Cycle-Consistent Multi-Model Merging Crisostomi, Donato; Fumero, Marco; Baieri, Daniele; Bernard, Florian; Rodola, Emanuele - 04b Atto di convegno in volume
congresso: Thirty-eighth Annual Conference on Neural Information Processing Systems (Vancouver, Canada)
libro: Advances in Neural Information Processing Systems - ()
11573/1698997 - 2023 -
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses Crisostomi, Donato; Caciolai, Andrea; Pedrani, Alessandro; Rottmann, Kay; Manzotti, Alessandro; Palumbo, Enrico; Bernardi, Davide - 04b Atto di convegno in volume
congresso: The 61st Annual Meeting of the Association for Computational Linguistics (ACL) (Toronto)
libro: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) - ()
11573/1698996 - 2023 -
AVEN-GR: Attribute value extraction and normalization using product graphs Crisostomi, Donato; Ricatte, Thomas - 04b Atto di convegno in volume
congresso: The 61st Annual Meeting of the Association for Computational Linguistics (ACL) (Toronto)
libro: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) - ()
Antonelli, Simone; Avola, Danilo; Cinque, Luigi; Crisostomi, Donato; Luca Foresti, Gian; Galasso, Fabio; Marini, Marco Raoul; Mecca, Alessio; Pannone, Daniele - 01a Articolo in rivista
rivista: ACM COMPUTING SURVEYS (ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318) pp. - - issn: 0360-0300 - wos: WOS:000886929000020 (62) - scopus: 2-s2.0-85145187840 (88)
11573/1672156 - 2022 -
Metric Based Few-Shot Graph Classification Crisostomi, Donato; Antonelli, Simone; Maiorca, Valentino; Moschella, Luca; Marin, Riccardo; Rodola', Emanuele - 04b Atto di convegno in volume
congresso: First Learning on Graphs Conference (Virtual Conference)
libro: Proceedings of the First Learning on Graphs Conference - ()
11573/1672304 - 2022 -
Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions Crisostomi, Donato; Manzotti, Alessandro; Palumbo, Enrico; Davide, Bernardi; Campbell, Sarah; Garg, Shubham - 04b Atto di convegno in volume
congresso: Proceedings of the Massively Multilingual Natural Language Understanding Workshop (MMNLU-22) (Abu Dhabi, United Arab Emirates)
libro: Proceedings of the Massively Multilingual Natural Language Understanding Workshop (MMNLU-22) - ()