Claudio Gennaro

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 137

Top Venues

Publications

Mbasa Joaquim Molo, Emanuele Carlini, Luca Ciampi, Claudio Gennaro, Lucia Vadicamo
Teacher-Student Models for AI Vision at the Edge: A Car Parking Case Study. VISIGRAPP (4): VISAPP (2024)
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)
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)
Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Detecting images generated by diffusers. PeerJ Comput. Sci. 10 (2024)
Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Giuseppe Amato, Claudio Gennaro
Learning-Based Traffic Scheduling in Non-Stationary Multipath 5G Non-Terrestrial Networks. Remote. Sens. 15 (7) (2023)
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)
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)
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)
Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey. CoRR (2023)
Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato
Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval. SISAP (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)
Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro
Induced permutations for approximate metric search. Inf. Syst. 119 (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)
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)
Claudio Vairo, Marco Callieri, Fabio Carrara, Paolo Cignoni, Marco Di Benedetto, Claudio Gennaro, Daniela Giorgi, Gianpaolo Palma, Lucia Vadicamo, Giuseppe Amato
Social and hUman ceNtered XR. 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)
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)
Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato
Traffic Scheduling in Non-Stationary Multipath Non-Terrestrial Networks: A Reinforcement Learning Approach. ICC (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)
Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. VTC Spring (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)
Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. CoRR (2022)
Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. CoRR (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)
Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro
Learning to count biological structures with raters' uncertainty. Medical Image Anal. 80 (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)
Luca Ciampi, Fabio Carrara, Giuseppe Amato, Claudio Gennaro
Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images. VISIGRAPP (4: VISAPP) (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)
Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. SISAP (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)
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)
Fabio Carrara, Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato
Approximate Nearest Neighbor Search on Standard Search Engines. SISAP (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)
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)
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)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Domain Adaptation for Traffic Density Estimation. VISIGRAPP (5: VISAPP) (2021)
Giuseppe Amato, Stefano Chessa, Mauro Dragone, Claudio Gennaro, Claudio Vairo
A Communication Layer for Integrated Sensors and Robotic ecology Solutions to Ambient Intelligence. CoRR (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)
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)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper). SEBD (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)
Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato
On Generalizing Permutation-Based Representations for Approximate Search. SISAP (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)
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)
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)
Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
Combining GANs and AutoEncoders for Efficient Anomaly Detection. CoRR (2020)
Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
Continuous ODE-defined Image Features for Adaptive Retrieval. ICMR (2020)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
Large-scale instance-level image retrieval. Inf. Process. Manag. 57 (6) (2020)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo
Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. SEBD (2020)
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. CoRR (2020)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Unsupervised vehicle counting via multiple camera domain adaptation. NeHuAI@ECAI (2020)
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. CoRR (2020)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation. CoRR (2020)
Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro
Combining GANs and AutoEncoders for efficient anomaly detection. ICPR (2020)
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Virtual to Real Adaptation of Pedestrian Detectors. Sensors 20 (18) (2020)
Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
Training Convolutional Neural Networks With Hebbian Principal Component Analysis. CoRR (2020)
Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi, Fausto Rabitti
Edge-Based Video Surveillance with Embedded Devices. SEBD (2020)
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities. CoRR (2020)
Lucia Vadicamo, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
SPLX-Perm: A Novel Permutation-Based Representation for Approximate Metric Search. SISAP (2019)
Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo
Improving Multi-scale Face Recognition Using VGGFace2. ICIAP Workshops (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Claudio Gennaro