Giuseppe Fiameni

According to our database, Giuseppe Fiameni authored at least 44 papers between 2008 and 2025.

Collaborative distances:

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

2025

GraphCLIP: Image-graph contrastive learning for multimodal artwork classification.

Raffaele Scaringi, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano

Knowl. Based Syst., 2025

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, Concetto Spampinato

IEEE Trans. Artif. Intell., December, 2024

Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets.

Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara

Int. J. Comput. Vis., May, 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

Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.

Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi

CoRR, 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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Robustness and Generalization of Synthetic Images Detectors.

Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

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

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

2023

Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation.

Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Fabio Poiesi, Elisa Ricci

IEEE Trans. Pattern Anal. Mach. Intell., December, 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, Adriano Ingallinera, Giuseppe Fiameni, Concetto Spampinato, Kristian Zarb Adami

Astron. Comput., January, 2023

From Show to Tell: A Survey on Deep Learning-Based Image Captioning.

Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara

IEEE Trans. Pattern Anal. Mach. Intell., 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

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

FEAD-D: Facial Expression Analysis in Deepfake Detection.

Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

A computational approach for progressive architecture shrinkage in action recognition.

Matteo Tomei, Lorenzo Baraldi, Giuseppe Fiameni, Simone Bronzin, Rita Cucchiara

Softw. Pract. Exp., 2022

Inductive Attention for Video Action Anticipation.

Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Simon See, Oswald Lanz

CoRR, 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

Efficient yet Competitive Speech Translation: FBK@IWSLT2022.

Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri, Marco Turchi

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

Unified Recurrence Modeling for Video Action Anticipation.

Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Simon See, Oswald Lanz

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Higher-Order Recurrent Network with Space-Time Attention for Video Early Action Recognition.

Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Oswald Lanz

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

LessonAble: Leveraging Deep Fakes in MOOC Content Creation.

Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2022, 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, Fabio Poiesi

Proceedings of the Computer Vision - ECCV 2022, 2022

CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation.

Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation.

Marcella Cornia, Lorenzo Baraldi, 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

CoRR, 2021

From Show to Tell: A Survey on Image Captioning.

Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara

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

CoRR, 2021

Higher Order Recurrent Space-Time Transformer.

Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Oswald Lanz

CoRR, 2021

Deep learning searches for gravitational wave stochastic backgrounds.

Andrei Utina, Francesco Marangio, Filip Morawski, Alberto Iess, Tania Regimbau, Giuseppe Fiameni, Elena Cuoco

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

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

Proceedings of the 1st Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), 2021

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

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, Nikoleta Kiapidou, Wouter Klijn, Dorian Krause, Jacques-Charles Lafoucriere, Cerlane Leong, Thomas Leibovici, Thomas Lippert, Colin McMurtrie, Pavel Mezentsev, Anne Nahm, Boris Orth, Dirk Pleiter, Thomas C. Schulthess, Benedikt von St. Vieth, Debora Testi, Gilles Wiber

Proceedings of the IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies, 2020

2019

Singularity GPU Containers Execution on HPC Cluster.

Giuseppa Muscianisi, Giuseppe Fiameni, Abdulrahman Azab

Proceedings of the High Performance Computing, 2019

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, Wouter Klijn, Dorian Krause, Jacques-Charles Lafoucriere, Cerlane Leong, Thomas Leibovici, Thomas Lippert, Colin McMurtrie, Pavel Mezentsev, Anne Nahm, Boris Orth, Dirk Pleiter, Thomas C. Schulthess, Benedikt von St. Vieth, Debora Testi, Gilles Wiber

Proceedings of the Brain-Inspired Computing - 4th International Workshop, 2019

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

Proceedings of the 23rd International Conference on Virtual System & Multimedia, 2017

A Performance Study of Machine and Deep Learning Frameworks on Cineca HPC Systems.

Riccardo Zanella, Giuseppe Fiameni, Marco Rorro

Proceedings of the Parallel Computing is Everywhere, 2017

Characterization of Genomic Data Using Graph Databases.

Mattia D'Antonio, Paolo D'Onorio De Meo, Claudio Cacciari, Giuseppe Fiameni

Proceedings of the Parallel Computing is Everywhere, 2017

SOPJ: A Scalable Online Provenance Join for Data Integration.

Song Zhu, Giuseppe Fiameni, Giovanni Simonini, Sonia Bergamaschi

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Big-Data in Climate Change Models - A Novel Approach with Hadoop MapReduce.

Juan Manuel Carmona Loaiza, Graziano Giuliani, Giuseppe Fiameni

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

2015

Interoperability Oriented Architecture: The Approach of EPOS for Solid Earth e-Infrastructures.

Daniele Bailo, Keith G. Jeffery, Alessandro Spinuso, Giuseppe Fiameni

Proceedings of the 11th IEEE International Conference on e-Science, 2015

2014

A performance evaluation of TopHat RNA sequences alignment tool on openstack-based cloud environments.

Luca Foschini, Alessandro Pernafini, Antonio Corradi, Mario Rosati, Alessandro Federico, Giuseppe Fiameni

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

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, Roberto Cortini

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013

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, Robert Verkerk, Elena Erastova, Michael Lautenschlaeger, Reinhard Budig, Hannes Thiemann, Peter V. Coveney, Stefan J. Zasada, Ali Nasrat Haidar, Otto Buechner, Cristina Manzano, A. Shiraz Memon, Ahmed Shiraz Memon, Heikki Helin, Jari Suhonen, Damien Lecarpentier, Kimmo Koski, Thomas Lippert

J. Internet Serv. Appl., 2013

2008

An Easy Way to Access Grid Resources.

Roger Menday, Björn Hagemeier, Claudio Cacciari, Giuseppe Fiameni, Maurizio Melato, A. Curtoni, Sven van den Berghe

Proceedings of the Workshops Proceedings of the 12th International IEEE Enterprise Distributed Object Computing Conference, 2008