Giuseppe Fiameni

57 papers A 1B 4C 1Misc 1Journal 30Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Anakin: explainable android malware detection with graph neural networks.
Cybersecur.
Giuseppina Andresini, Annalisa Appice, Vincenzo Belvedere, Giuseppe Fiameni, Donato Malerba
2026 J jnl
Multimodal predictive process monitoring and its application to explainable clinical pathways.
Inf. Syst.
Vincenzo Pasquadibisceglie, Ivan Donadello, Annalisa Appice, Oswald Lanz, Fabrizio Maria Maggi, Giuseppe Fiameni, Donato Malerba
2026 J jnl
ULISSE: Parameter-efficient adaptation of earth vision models to monitor forest disturbance in sentinel-2 time series.
Ecol. Informatics
Vito Recchia, Giuseppina Andresini, Annalisa Appice, Dino Ienco, Giuseppe Fiameni, Donato Malerba
2025 Misc conf
GANDALF: A LLM-based approach to map bark beetle outbreaks in semantic stories of Sentinel-2 images.
SAC
Vincenzo Pasquadibisceglie, Vito Recchia, Annalisa Appice, Donato Malerba, Giuseppe Fiameni
2025 J jnl
GraphCLIP: Image-graph contrastive learning for multimodal artwork classification.
Knowl. Based Syst.
Raffaele Scaringi, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano
2025 A conf
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts.
ECAI
Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi, Emanuele Colonna, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano
2025 J jnl
Leveraging a large language model (LLM) to predict hospital admissions of emergency department patients.
Expert Syst. Appl.
Vincenzo Pasquadibisceglie, Annalisa Appice, Donato Malerba, Giuseppe Fiameni
2024 J jnl
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.
CoRR
Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi
2024 J jnl
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets.
Int. J. Comput. Vis.
Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara
2024 J jnl
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts.
CoRR
Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi, Emanuele Colonna, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano
2024 — conf
Minerva LLMs: The First Family of Large Language Models Trained from Scratch on Italian Data.
CLiC-it
Riccardo Orlando, Luca Moroni, Pere-Lluís Huguet Cabot, Simone Conia, Edoardo Barba, Sergio Orlandini, Giuseppe Fiameni, Roberto Navigli
2024 J jnl
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation.
IEEE Trans. Artif. Intell.
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
2024 — conf
Robustness and Generalization of Synthetic Images Detectors.
Ital-IA
Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi
2024 — conf
SAVIA: Artificial Intelligence in support of the lawmaking process.
Ital-IA
Michele Visciarelli, Giovanni Guidi, Laura Morselli, Domitilla Brandoni, Giuseppe Fiameni, Luisa Monti, Stefano Bianchini, Cosimo Tommasi
2024 B conf
Vito: Vision Transformer Optimization Via Knowledge Distillation On Decoders.
ICIP
Giovanni Bellitto, Renato Sortino, Paolo Spadaro, Simone Palazzo, Federica Proietto Salanitri, Giuseppe Fiameni, Efstratios Gavves, Concetto Spampinato
2023 J jnl
Astronomical source detection in radio continuum maps with deep neural networks.
Astron. Comput.
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
2023 J jnl
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation.
CoRR
Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Fabio Poiesi, Elisa Ricci
2023 J jnl
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Fabio Poiesi, Elisa Ricci
2023 — conf
FEAD-D: Facial Expression Analysis in Deepfake Detection.
ICIAP (2)
Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
2023 J jnl
From Show to Tell: A Survey on Deep Learning-Based Image Captioning.
IEEE Trans. Pattern Anal. Mach. Intell.
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara
2023 J jnl
LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language.
CoRR
Pierpaolo Basile, Elio Musacchio, Marco Polignano, Lucia Siciliani, Giuseppe Fiameni, Giovanni Semeraro
2023 J jnl
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation.
CoRR
Renato Sortino, Thomas Cecconello, Andrea DeMarco, Giuseppe Fiameni, Andrea Pilzer, Andrew M. Hopkins, Daniel Magro, Simone Riggi, Eva Sciacca, Adriano Ingallinera, Cristobal Bordiu, Filomena Bufano, Concetto Spampinato
2023 J jnl
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods.
CoRR
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
2022 J jnl
A computational approach for progressive architecture shrinkage in action recognition.
Softw. Pract. Exp.
Matteo Tomei, Lorenzo Baraldi, Giuseppe Fiameni, Simone Bronzin, Rita Cucchiara
2022 — conf
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation.
ECCV (33)
Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi
2022 J jnl
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation.
CoRR
Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi
2022 — conf
Efficient yet Competitive Speech Translation: FBK@IWSLT2022.
IWSLT@ACL
Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri, Marco Turchi
2022 J jnl
Efficient yet Competitive Speech Translation: FBK@IWSLT2022.
CoRR
Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri, Marco Turchi
2022 — conf
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation.
ECCV (33)
Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi
2022 J jnl
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation.
CoRR
Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi
2022 B conf
Higher-Order Recurrent Network with Space-Time Attention for Video Early Action Recognition.
ICIP
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Oswald Lanz
2022 J jnl
Inductive Attention for Video Action Anticipation.
CoRR
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Simon See, Oswald Lanz
2022 — conf
LessonAble: Leveraging Deep Fakes in MOOC Content Creation.
ICIAP (1)
Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
2022 J jnl
NVIDIA-UNIBZ Submission for EPIC-KITCHENS-100 Action Anticipation Challenge 2022.
CoRR
Tsung-Ming Tai, Oswald Lanz, Giuseppe Fiameni, Yi-Kwan Wong, Sze-Sen Poon, Cheng-Kuang Lee, Ka Chun Cheung, Simon See
2022 B conf
Unified Recurrence Modeling for Video Action Anticipation.
ICPR
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Simon See, Oswald Lanz
2022 J jnl
Unified Recurrence Modeling for Video Action Anticipation.
CoRR
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Simon See, Oswald Lanz
2021 C conf
Deep learning searches for gravitational wave stochastic backgrounds.
CBMI
Andrei Utina, Francesco Marangio, Filip Morawski, Alberto Iess, Tania Regimbau, Giuseppe Fiameni, Elena Cuoco
2021 J jnl
From Show to Tell: A Survey on Image Captioning.
CoRR
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara
2021 J jnl
Grapevine Winter Pruning Automation: On Potential Pruning Points Detection through 2D Plant Modeling using Grapevine Segmentation.
CoRR
Miguel Fernandes, Antonello Scaldaferri, Giuseppe Fiameni, Tao Teng, Matteo Gatti, Stefano Poni, Claudio Semini, Darwin G. Caldwell, Fei Chen
2021 J jnl
Higher Order Recurrent Space-Time Transformer.
CoRR
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Oswald Lanz
2021 — conf
Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission.
AIABI@AI*IA
Aldo Marzullo, Martina Golini, Michele Catellani, Elena De Momi, Francesco Calimeri, Giuseppe Fiameni, Iuri Frosio
2021 J jnl
Towards Precise Pruning Points Detection using Semantic-Instance-Aware Plant Models for Grapevine Winter Pruning Automation.
CoRR
Miguel Fernandes, Antonello Scaldaferri, Paolo Guadagna, Giuseppe Fiameni, Tao Teng, Matteo Gatti, Stefano Poni, Claudio Semini, Darwin G. Caldwell, Fei Chen
2021 J jnl
Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation.
CoRR
Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara
2020 — conf
Archival Data Repository Services to Enable HPC and Cloud Workflows in a Federated Research e-Infrastructure.
SuperCompCloud@SC
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
2020 J jnl
On Improving the Training of Models for the Semantic Segmentation of Benthic Communities from Orthographic Imagery.
Remote. Sens.
Gaia Pavoni, Massimiliano Corsini, Marco Callieri, Giuseppe Fiameni, Clinton Edwards, Paolo Cignoni
2019 — conf
Fenix: Distributed e-Infrastructure Services for EBRAINS.
BrainComp
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
2019 — conf
Singularity GPU Containers Execution on HPC Cluster.
ISC Workshops
Giuseppa Muscianisi, Giuseppe Fiameni, Abdulrahman Azab
2017 — conf
A Performance Study of Machine and Deep Learning Frameworks on Cineca HPC Systems.
PARCO
Riccardo Zanella, Giuseppe Fiameni, Marco Rorro
2017 — conf
Big-Data in Climate Change Models - A Novel Approach with Hadoop MapReduce.
HPCS
Juan Manuel Carmona Loaiza, Graziano Giuliani, Giuseppe Fiameni
2017 — conf
Characterization of Genomic Data Using Graph Databases.
PARCO
Mattia D'Antonio, Paolo D'Onorio De Meo, Claudio Cacciari, Giuseppe Fiameni
2017 — conf
I-media-cities, a searchable platform on moving images with automatic and manual annotations.
VSMM
Simona Caraceni, Michele Carpenè, Mattia D'Antonio, Giuseppe Fiameni, Antonella Guidazzoli, Silvano Imboden, Maria Chiara Liguori, Margherita Montanari, Giuseppe Trotta, Gabriella Scipione, Davy Hanegreefs
2017 — conf
SOPJ: A Scalable Online Provenance Join for Data Integration.
HPCS
Song Zhu, Giuseppe Fiameni, Giovanni Simonini, Sonia Bergamaschi
2015 B conf
Interoperability Oriented Architecture: The Approach of EPOS for Solid Earth e-Infrastructures.
e-Science
Daniele Bailo, Keith G. Jeffery, Alessandro Spinuso, Giuseppe Fiameni
2014 — conf
A HPC infrastructure for processing and visualizing neuro-anatomical images obtained by Confocal Light Sheet Microscopy.
HPCS
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
2014 — conf
A performance evaluation of TopHat RNA sequences alignment tool on openstack-based cloud environments.
HPCS
Luca Foschini, Alessandro Pernafini, Antonio Corradi, Mario Rosati, Alessandro Federico, Giuseppe Fiameni
2013 J jnl
A data infrastructure reference model with applications: towards realization of a ScienceTube vision with a data replication service.
J. Internet Serv. Appl.
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
2008 — conf
An Easy Way to Access Grid Resources.
EDOCW
Roger Menday, Björn Hagemeier, Claudio Cacciari, Giuseppe Fiameni, Maurizio Melato, A. Curtoni, Sven van den Berghe