Claudio Gennaro

1. MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection
   2022/11/20 by Davide Alessandro Coccomini, Coccomini, Davide Alessandro, Giorgos Kordopatis Zilos +11 · 8 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
2. Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using\n Transformer Encoders
   2020/08/12 by Nicola Messina, Messina, Nicola, Giuseppe Amato +9 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
3. The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding
   2023/11/29 by Lorenzo Bianchi, Bianchi, Lorenzo, Fabio Carrara +7 · 8 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
4. Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey
   2023/07/30 by Gabriele Lagani, Lagani, Gabriele, Fabrizio Falchi +5 · 6 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
5. FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
   2022/07/07 by Gabriele Lagani, Claudio Gennaro, Lagani, Gabriele +5 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
6. Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection
   2024/03/20 by Davide Alessandro Coccomini, Roberto Caldelli, Coccomini, Davide Alessandro +9 · 3 citations
   Computer Science · #Digital Media Forensic Detection #Anomaly Detection Techniques and Applications #Image and Signal Denoising Methods
7. Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
   2023/07/30 by Gabriele Lagani, Fabrizio Falchi, Lagani, Gabriele +5 · 4 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neuroscience and Neural Engineering
8. Deep Features for CBIR with Scarce Data using Hebbian Learning
   2022/05/18 by Gabriele Lagani, Davide Bacciu, Lagani, Gabriele +9 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Image Retrieval and Classification Techniques #Neural Networks and Applications #Cell Image Analysis Techniques
9. The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search\n Engines for Large-Scale Video Retrieval
   2020/08/06 by Giuseppe Amato, Paolo Bolettieri, Amato, Giuseppe +13 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
10. MOBDrone: a Drone Video Dataset for Man OverBoard Rescue
    2022/03/15 by Donato Cafarelli, Luca Ciampi, Cafarelli, Donato +15 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #UAV Applications and Optimization
11. Detecting Images Generated by Diffusers
    2023/03/09 by Davide Alessandro Coccomini, Andrea Esuli, Coccomini, Davide Alessandro +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
12. Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline
    2024/12/30 by Nicola Messina, Lucia Vadicamo, Messina, Nicola +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis