An Easy Way to Access Grid Resources. - Roger Menday; Björn Hagemeier; Claudio Cacciari; Giuseppe Fiameni; Maurizio Melato; A. Curtoni; Sven van den Berghe (EDOCW, 2008)

A data infrastructure reference model with applications: towards realization of a ScienceTube vision with a data replication service. - Morris Riedel; Peter Wittenburg; Johannes Reetz; Mark van de Sanden; Jedrzej Rybicki; Benedikt von St. Vieth; Giuseppe Fiameni; Giacomo Mariani; Alberto Michelini; Claudio Cacciari; Willem Elbers; Daan Broeder; et al. (J. Internet Serv. Appl., 2013)

A HPC infrastructure for processing and visualizing neuro-anatomical images obtained by Confocal Light Sheet Microscopy. - Alessandro Bria; Giulio Iannello; Paolo Soda; Hanchuan Peng; Giovanni Erbacci; Giuseppe Fiameni; Giacomo Mariani; Roberto Mucci; Marco Rorro; Francesco Pavone; Ludovico Silvestri; Paolo Frasconi; et al. (HPCS, 2014)

A performance evaluation of TopHat RNA sequences alignment tool on openstack-based cloud environments. - Luca Foschini 001; Alessandro Pernafini; Antonio Corradi; Mario Rosati; Alessandro Federico; Giuseppe Fiameni (HPCS, 2014)

Interoperability Oriented Architecture: The Approach of EPOS for Solid Earth e-Infrastructures. - Daniele Bailo; Keith G. Jeffery; Alessandro Spinuso; Giuseppe Fiameni (e-Science, 2015)

Big-Data in Climate Change Models - A Novel Approach with Hadoop MapReduce. - Juan Manuel Carmona Loaiza; Graziano Giuliani; Giuseppe Fiameni (HPCS, 2017)

SOPJ: A Scalable Online Provenance Join for Data Integration. - Song Zhu; Giuseppe Fiameni; Giovanni Simonini; Sonia Bergamaschi (HPCS, 2017)

Characterization of Genomic Data Using Graph Databases. - Mattia D'Antonio; Paolo D'Onorio De Meo; Claudio Cacciari; Giuseppe Fiameni (PARCO, 2017)

A Performance Study of Machine and Deep Learning Frameworks on Cineca HPC Systems. - Riccardo Zanella; Giuseppe Fiameni; Marco Rorro (PARCO, 2017)

I-media-cities, a searchable platform on moving images with automatic and manual annotations. - Simona Caraceni; Michele Carpenè; Mattia D'Antonio; Giuseppe Fiameni; Antonella Guidazzoli; Silvano Imboden; Maria Chiara Liguori; Margherita Montanari; Giuseppe Trotta; Gabriella Scipione; Davy Hanegreefs (VSMM, 2017)

Fenix: Distributed e-Infrastructure Services for EBRAINS. - Sadaf R. Alam; Javier Bartolome; Sanzio Bassini; Michele Carpenè; Mirko Cestari; Frederic Combeau; Sergi Girona; Stefano Gorini; Giuseppe Fiameni; Björn Hagemeier; Andreas Herten; Nikoleta Kiapidou; et al. (BrainComp, 2019)

Singularity GPU Containers Execution on HPC Cluster. - Giuseppa Muscianisi; Giuseppe Fiameni; Abdulrahman Azab (ISC Workshops, 2019)

Archival Data Repository Services to Enable HPC and Cloud Workflows in a Federated Research e-Infrastructure. - Sadaf R. Alam; Javier Bartolome; Sanzio Bassini; Michele Carpenè; Mirko Cestari; Frederic Combeau; Sergi Girona; Stefano Gorini; Giuseppe Fiameni; Björn Hagemeier; Thorsten Hater; Andreas Herten; et al. (SuperCompCloud@SC, 2020)

On Improving the Training of Models for the Semantic Segmentation of Benthic Communities from Orthographic Imagery. - Gaia Pavoni; Massimiliano Corsini; Marco Callieri; Giuseppe Fiameni; Clinton Edwards; Paolo Cignoni (Remote. Sens., 2020)

Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission. - Aldo Marzullo; Martina Golini; Michele Catellani; Elena De Momi; Francesco Calimeri; Giuseppe Fiameni; Iuri Frosio (AIABI@AI*IA, 2021)

Deep learning searches for gravitational wave stochastic backgrounds. - Andrei Utina; Francesco Marangio; Filip Morawski; Alberto Iess; Tania Regimbau; Giuseppe Fiameni; Elena Cuoco (CBMI, 2021)

Higher Order Recurrent Space-Time Transformer. - Tsung-Ming Tai; Giuseppe Fiameni; Cheng-Kuang Lee; Oswald Lanz (CoRR, 2021)

Grapevine Winter Pruning Automation: On Potential Pruning Points Detection through 2D Plant Modeling using Grapevine Segmentation. - Miguel Fernandes; Antonello Scaldaferri; Giuseppe Fiameni; Tao Teng; Matteo Gatti; Stefano Poni; Claudio Semini; Darwin G. Caldwell; Fei Chen 007 (CoRR, 2021)

From Show to Tell: A Survey on Image Captioning. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Silvia Cascianelli; Giuseppe Fiameni; Rita Cucchiara (CoRR, 2021)

Towards Precise Pruning Points Detection using Semantic-Instance-Aware Plant Models for Grapevine Winter Pruning Automation. - Miguel Fernandes; Antonello Scaldaferri; Paolo Guadagna; Giuseppe Fiameni; Tao Teng; Matteo Gatti; Stefano Poni; Claudio Semini; Darwin G. Caldwell; Fei Chen 007 (CoRR, 2021)

Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Fiameni; Rita Cucchiara (CoRR, 2021)

CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation. - Cristiano Saltori; Fabio Galasso; Giuseppe Fiameni; Nicu Sebe; Elisa Ricci 001; Fabio Poiesi (ECCV (33), 2022)

GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation. - Cristiano Saltori; Evgeny Krivosheev; Stéphane Lathuilière; Nicu Sebe; Fabio Galasso; Giuseppe Fiameni; Elisa Ricci 001; Fabio Poiesi (ECCV (33), 2022)

LessonAble: Leveraging Deep Fakes in MOOC Content Creation. - Ciro Sannino; Michela Gravina; Stefano Marrone 002; Giuseppe Fiameni; Carlo Sansone (ICIAP (1), 2022)

Higher-Order Recurrent Network with Space-Time Attention for Video Early Action Recognition. - Tsung-Ming Tai; Giuseppe Fiameni; Cheng-Kuang Lee; Oswald Lanz (ICIP, 2022)

Unified Recurrence Modeling for Video Action Anticipation. - Tsung-Ming Tai; Giuseppe Fiameni; Cheng-Kuang Lee; Simon See; Oswald Lanz (ICPR, 2022)

Efficient yet Competitive Speech Translation: FBK@IWSLT2022. - Marco Gaido; Sara Papi; Dennis Fucci; Giuseppe Fiameni; Matteo Negri; Marco Turchi (IWSLT@ACL, 2022)

NVIDIA-UNIBZ Submission for EPIC-KITCHENS-100 Action Anticipation Challenge 2022. - Tsung-Ming Tai; Oswald Lanz; Giuseppe Fiameni; Yi-Kwan Wong; Sze-Sen Poon; Cheng-Kuang Lee; Ka Chun Cheung; Simon See (CoRR, 2022)

Inductive Attention for Video Action Anticipation. - Tsung-Ming Tai; Giuseppe Fiameni; Cheng-Kuang Lee; Simon See; Oswald Lanz (CoRR, 2022)

A computational approach for progressive architecture shrinkage in action recognition. - Matteo Tomei; Lorenzo Baraldi 001; Giuseppe Fiameni; Simone Bronzin; Rita Cucchiara (Softw. Pract. Exp., 2022)

FEAD-D: Facial Expression Analysis in Deepfake Detection. - Michela Gravina; Antonio Galli; Geremia De Micco; Stefano Marrone 002; Giuseppe Fiameni; Carlo Sansone (ICIAP (2), 2023)

Radio astronomical images object detection and segmentation: A benchmark on deep learning methods. - Renato Sortino; Daniel Magro; Giuseppe Fiameni; Eva Sciacca; Simone Riggi; Andrea DeMarco; Concetto Spampinato; Andrew M. Hopkins; Filomena Bufano; Francesco Schillirò; Cristobal Bordiu; Carmelo Pino (CoRR, 2023)

LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language. - Pierpaolo Basile; Elio Musacchio; Marco Polignano; Lucia Siciliani; Giuseppe Fiameni; Giovanni Semeraro (CoRR, 2023)

From Show to Tell: A Survey on Deep Learning-Based Image Captioning. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Silvia Cascianelli; Giuseppe Fiameni; Rita Cucchiara (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Astronomical source detection in radio continuum maps with deep neural networks. - Simone Riggi; Daniel Magro; Renato Sortino; Andrea DeMarco; Cristobal Bordiu; Thomas Cecconello; Andrew M. Hopkins; Joshua R. Marvil; Grazia Umana; Eva Sciacca; Fabio Vitello; Filomena Bufano; et al. (Astron. Comput., 2023)

Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation. - Cristiano Saltori; Fabio Galasso; Giuseppe Fiameni; Nicu Sebe; Fabio Poiesi; Elisa Ricci 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Minerva LLMs: The First Family of Large Language Models Trained from Scratch on Italian Data. - Riccardo Orlando; Luca Moroni; Pere-Lluís Huguet Cabot; Simone Conia; Edoardo Barba; Sergio Orlandini; Giuseppe Fiameni; Roberto Navigli (CLiC-it, 2024)

Vito: Vision Transformer Optimization Via Knowledge Distillation On Decoders. - Giovanni Bellitto; Renato Sortino; Paolo Spadaro; Simone Palazzo; Federica Proietto Salanitri; Giuseppe Fiameni; Efstratios Gavves; Concetto Spampinato (ICIP, 2024)

Robustness and Generalization of Synthetic Images Detectors. - Davide Alessandro Coccomini; Roberto Caldelli; Claudio Gennaro; Giuseppe Fiameni; Giuseppe Amato 001; Fabrizio Falchi (Ital-IA, 2024)

SAVIA: Artificial Intelligence in support of the lawmaking process. - Michele Visciarelli; Giovanni Guidi; Laura Morselli; Domitilla Brandoni; Giuseppe Fiameni; Luisa Monti; Stefano Bianchini; Cosimo Tommasi (Ital-IA, 2024)

Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection. - Davide Alessandro Coccomini; Roberto Caldelli; Claudio Gennaro; Giuseppe Fiameni; Giuseppe Amato 001; Fabrizio Falchi (CoRR, 2024)

Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. - Pasquale De Marinis; Nicola Fanelli; Raffaele Scaringi; Emanuele Colonna; Giuseppe Fiameni; Gennaro Vessio; Giovanna Castellano (CoRR, 2024)

Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Fiameni; Rita Cucchiara (Int. J. Comput. Vis., 2024)

RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation. - Renato Sortino; Thomas Cecconello; Andrea DeMarco; Giuseppe Fiameni; Andrea Pilzer; Daniel Magro; Andrew M. Hopkins; Simone Riggi; Eva Sciacca; Adriano Ingallinera; Cristobal Bordiu; Filomena Bufano; et al. (IEEE Trans. Artif. Intell., 2024)

GANDALF: A LLM-based approach to map bark beetle outbreaks in semantic stories of Sentinel-2 images. - Vincenzo Pasquadibisceglie; Vito Recchia; Annalisa Appice; Donato Malerba; Giuseppe Fiameni (SAC, 2025)

Leveraging a large language model (LLM) to predict hospital admissions of emergency department patients. - Vincenzo Pasquadibisceglie; Annalisa Appice; Donato Malerba; Giuseppe Fiameni (Expert Syst. Appl., 2025)

GraphCLIP: Image-graph contrastive learning for multimodal artwork classification. - Raffaele Scaringi; Giuseppe Fiameni; Gennaro Vessio; Giovanna Castellano (Knowl. Based Syst., 2025)