Fabrizio Falchi

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 171

Top Venues

Publications

Davide Alessandro Coccomini, Roberto Caldelli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
Adversarial Magnification to Deceive Deepfake Detection through Super Resolution. CoRR (2024)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
Will VISIONE Remain Competitive in Lifelog Image Search? LSC@ICMR (2024)
Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini, Donato Romano
Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies. Int. J. Mach. Learn. Cybern. 15 (5) (2024)
Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024. MMM (4) (2024)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Hannes Fassold, Giuseppe Amato
Scalable bio-inspired training of Deep Neural Networks with FastHebb. Neurocomputing 595 (2024)
Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection. CoRR (2024)
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval. CoRR (2024)
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Fabrizio Falchi
Is CLIP the main roadblock for fine-grained open-world perception? CoRR (2024)
Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Detecting images generated by diffusers. PeerJ Comput. Sci. 10 (2024)
Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
Animal Behavior Analysis Methods Using Deep Learning: A Survey. CoRR (2024)
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
Cascaded transformer-based networks for wikipedia large-scale image-caption matching. Multim. Tools Appl. 83 (23) (2024)
Luca Ciampi, Nicola Messina, Gaetano Emanuele Valenti, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking. ICIAP (1) (2023)
Alessio Serra, Fabio Carrara, Maurizio Tesconi, Fabrizio Falchi
The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-modal Distillation. CoRR (2023)
Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
A Leap among Quantum Computing and Quantum Neural Networks: A Survey. ACM Comput. Surv. 55 (5) (2023)
Margherita Gambini, Marco Avvenuti, Fabrizio Falchi, Maurizio Tesconi, Tiziano Fagni
Detecting Generated Text and Attributing Language Model Source with Fine-tuned Models and Semantic Understanding. IberLEF@SEPLN (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities. ICMR (2023)
Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Detecting Images Generated by Diffusers. CoRR (2023)
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language. SIGIR (2023)
Alessio Serra, Fabio Carrara, Maurizio Tesconi, Fabrizio Falchi
The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-Modal Distillation. ECAI (2023)
Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding. CoRR (2023)
Nicola Messina, Fabrizio Falchi, Antonino Furnari, Claudio Gennaro, Giovanni Maria Farinella
An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images. ICIAP (1) (2023)
Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa
A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps. Ecol. Informatics 78 (2023)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey. CoRR (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2023. MMM (1) (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE for newbies: an easier-to-use video retrieval system. CBMI (2023)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey. CoRR (2023)
Michele De Bonis, Fabrizio Falchi, Paolo Manghi
Graph-based methods for Author Name Disambiguation: a survey. PeerJ Comput. Sci. 9 (2023)
Michele De Bonis, Filippo Minutella, Fabrizio Falchi, Paolo Manghi
A Graph Neural Network Approach for Evaluating Correctness of Groups of Duplicates. TPDL (2023)
Nicola Messina, Jan Sedmidubský, Fabrizio Falchi, Tomás Rebok
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language. CoRR (2023)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Unsupervised Domain Adaptation for Video Violence Detection in the Wild. IMPROVE (2023)
Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
AIMH Lab 2022 Activities for Vision. Ital-IA (2023)
Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
AIMH Lab 2022 Activities for Healthcare. Ital-IA (2023)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
AIMH Lab for a Susteinable Bio-Inspired AI. Ital-IA (2023)
Edoardo Fazzari, Fabio Carrara, Fabrizio Falchi, Cesare Stefanini
A Workflow for Developing Biohybrid Intelligent Sensing Systems. Ital-IA (2023)
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro
On the Generalization of Deep Learning Models in Video Deepfake Detection. J. Imaging 9 (5) (2023)
Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato
AIMH Lab Approaches for Deepfake Detection. Ital-IA (2023)
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. MAD@ICMR (2022)
Fabio Carrara, Lorenzo Pasco, Claudio Gennaro, Fabrizio Falchi
Learning to Detect Fallen People in Virtual Worlds. CBMI (2022)
Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Deep Features for CBIR with Scarce Data using Hebbian Learning. CBMI (2022)
Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
MOBDrone: a Drone Video Dataset for Man OverBoard Rescue. CoRR (2022)
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
A Spatio-Temporal Attentive Network for Video-Based Crowd Counting. CoRR (2022)
Filippo Minutella, Fabrizio Falchi, Paolo Manghi, Michele De Bonis, Nicola Messina
Towards Unsupervised Machine Learning Approaches for Knowledge Graphs. IRCDL (2022)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks. Neural Comput. Appl. 34 (8) (2022)
Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. CoRR (2022)
Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
MOBDrone: A Drone Video Dataset for Man OverBoard Rescue. ICIAP (2) (2022)
Roberto Caldelli, Fabio Carrara, Fabrizio Falchi
Tuning Neural ODE Networks to Increase Adversarial Robustness in Image Forensics. ICIP (2022)
Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Deep Features for CBIR with Scarce Data using Hebbian Learning. CoRR (2022)
Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
Multi-camera vehicle counting using edge-AI. Expert Syst. Appl. 207 (2022)
Francesco Merola, Fabrizio Falchi, Claudio Gennaro, Marco Di Benedetto
Reinforced Damage Minimization in Critical Events for Self-driving Vehicles. VISIGRAPP (5: VISAPP) (2022)
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
Combining EfficientNet and Vision Transformers for Video Deepfake Detection. ICIAP (3) (2022)
Fabio Carrara, Fabrizio Falchi, Maria Girardi, Nicola Messina, Cristina Padovani, Daniele Pellegrini
Deep learning for structural health monitoring: An application to heritage structures. CoRR (2022)
Margherita Gambini, Tiziano Fagni, Fabrizio Falchi, Maurizio Tesconi
On pushing DeepFake Tweet Detection capabilities to the limits. WebSci (2022)
Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter. Inf. 13 (12) (2022)
Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis, Sebastiano Battiato
The Face Deepfake Detection Challenge. J. Imaging 8 (10) (2022)
Luca Ciampi, Pawel Foszner, Nicola Messina, Michal Staniszewski, Claudio Gennaro, Fabrizio Falchi, Gianluca Serao, Michal Cogiel, Dominik Golba, Agnieszka Szczesna, Giuseppe Amato
Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport. Sensors 22 (21) (2022)
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI (2022)
Marco Di Benedetto, Fabio Carrara, Benedetta Tafuri, Salvatore Nigro, Roberto De Blasi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Gigli, Giancarlo Logroscino, Giuseppe Amato
Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources. Comput. Biol. Medicine 148 (2022)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) (2022)
Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato
MOCCA: Multilayer One-Class Classification for Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Marco Di Benedetto, Fabio Carrara, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
An embedded toolset for human activity monitoring in critical environments. Expert Syst. Appl. 199 (2022)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2022. MMM (2) (2022)
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR (2022)
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. CoRR (2022)
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
A Spatio- Temporal Attentive Network for Video-Based Crowd Counting. ISCC (2022)
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching. CoRR (2022)
Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi
A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper). SEBD (2021)
Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2021. MMM (2) (2021)
Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models. SemEval@ACL/IJCNLP (2021)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Training Convolutional Neural Networks with Competitive Hebbian Learning Approaches. LOD (2021)
Donato Cafarelli, Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Expression Recognition Analysis in the Wild. CoRR (2021)
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR (2021)
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
Combining EfficientNet and Vision Transformers for Video Deepfake Detection. CoRR (2021)
Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
Multi-Camera Vehicle Counting Using Edge-AI. CoRR (2021)
Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi
Detection of Face Recognition Adversarial Attacks. Comput. Vis. Image Underst. 202 (2021)
Marco Di Benedetto, Fabio Carrara, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
Learning accurate personal protective equipment detection from virtual worlds. Multim. Tools Appl. 80 (15) (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Recurrent Vision Transformer for Solving Visual Reasoning Problems. CoRR (2021)
Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi
A Multi-resolution Approach to Expression Recognition in the Wild. CoRR (2021)
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI (2021)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Hebbian Semi-Supervised Learning in a Sample Efficiency Setting. CoRR (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Solving the same-different task with convolutional neural networks. Pattern Recognit. Lett. 143 (2021)
Lucia Vadicamo, Claudio Gennaro, Fabrizio Falchi, Edgar Chávez, Richard Connor, Giuseppe Amato
Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection. Inf. Syst. 95 (2021)
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Hebbian semi-supervised learning in a sample efficiency setting. Neural Networks 143 (2021)
Fabio Valerio Massoli, Donato Cafarelli, Claudio Gennaro, Giuseppe Amato, Fabrizio Falchi
MAFER: a Multi-resolution Approach to Facial Expression Recognition. CoRR (2021)
Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, Giuseppe Amato
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. NER (2021)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
Solving the Same-Different Task with Convolutional Neural Networks. CoRR (2021)
Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
A Leap among Entanglement and Neural Networks: A Quantum Survey. CoRR (2021)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. J. Imaging 7 (5) (2021)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Evaluating Hebbian Learning in a Semi-supervised Setting. LOD (2021)
Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi
Generative Adversarial Networks for Astronomical Images Generation. CoRR (2021)
Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization. ICPR Workshops (6) (2020)
Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato
MOCCA: Multi-Layer One-Class Classification for Anomaly Detection. CoRR (2020)
Tiziano Fagni, Fabrizio Falchi, Margherita Gambini, Antonio Martella, Maurizio Tesconi
TweepFake: about Detecting Deepfake Tweets. CoRR (2020)
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
Transformer Reasoning Network for Image-Text Matching and Retrieval. CoRR (2020)
Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fabio Valerio Massoli, Claudio Vairo
Multi-Resolution Face Recognition with Drones. SSIP (2020)
Fabio Carrara, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato
Learning Distance Estimators from Pivoted Embeddings of Metric Objects. SISAP (2020)
Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Cross-Resolution Deep Features Based Image Search. SISAP (2020)
Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, Giuseppe Amato
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. CoRR (2020)
Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro
Learning visual features for relational CBIR. Int. J. Multim. Inf. Retr. 9 (2) (2020)

Fabrizio Falchi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Fabrizio Falchi