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Falchi, Fabrizio

  1. 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
  2. MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection
    2022/11/20 by Davide Alessandro Coccomini, Giorgos Kordopatis Zilos, Coccomini, Davide Alessandro +11 · 7 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
  3. Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation
    2024/11/28 by Barsellotti, Luca, Bianchi, Lorenzo, Messina, Nicola +5 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding
    2023/11/29 by Lorenzo Bianchi, Fabio Carrara, Bianchi, Lorenzo +7 · 7 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
  5. A Leap among Quantum Computing and Quantum Neural Networks: A Survey
    2021/07/06 by Massoli, Fabio Valerio, Vadicamo, Lucia, Amato, Giuseppe +1 · 3 citations
    #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #I.2.0 #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
  6. Is CLIP the main roadblock for fine-grained open-world perception?
    2024/04/04 by Lorenzo Bianchi, Bianchi, Lorenzo, Fabio Carrara +5 · 5 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Visual Attention and Saliency Detection
  7. Animal Behavior Analysis Methods Using Deep Learning: A Survey
    2024/05/22 by Edoardo Fazzari, Fazzari, Edoardo, Donato Romano +5 · 1 voice · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  8. AI in the media and creative industries
    2019/05/10 by Giuseppe Amato, Amato, Giuseppe, Malte Behrmann +37 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Neural and Evolutionary Computing (cs.NE) #Video Analysis and Summarization
  9. Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey
    2023/07/30 by Gabriele Lagani, Fabrizio Falchi, Lagani, Gabriele +5 · 5 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
  10. Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting
    2024/09/24 by Luca Ciampi, Nicola Messina, Ciampi, Luca +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Time Series Analysis and Forecasting
  11. Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection
    2024/03/20 by Davide Alessandro Coccomini, Coccomini, Davide Alessandro, Roberto Caldelli +9 · 3 citations
    Computer Science · #Digital Media Forensic Detection #Anomaly Detection Techniques and Applications #Image and Signal Denoising Methods
  12. Automatic Pass Annotation from Soccer VideoStreams Based on Object\n Detection and LSTM
    2020/07/13 by Danilo Sorano, Sorano, Danilo, Fabio Carrara +7 · 1 citation
    Computer Science · Economics, Econometrics and Finance · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance #Sports Performance and Training #Video Analysis and Summarization
  13. The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search\n Engines for Large-Scale Video Retrieval
    2020/08/06 by Giuseppe Amato, Amato, Giuseppe, Paolo Bolettieri +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
  14. Combining GANs and AutoEncoders for Efficient Anomaly Detection
    2020/11/16 by Carrara, Fabio, Amato, Giuseppe, Brombin, Luca +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Generative Adversarial Networks for Astronomical Images Generation
    2021/11/22 by Coccomini, Davide, Messina, Nicola, Gennaro, Claudio +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  16. Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
    2023/07/30 by Gabriele Lagani, Lagani, Gabriele, Fabrizio Falchi +5 · 3 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
  17. MOBDrone: a Drone Video Dataset for Man OverBoard Rescue
    2022/03/15 by Donato Cafarelli, Cafarelli, Donato, Luca Ciampi +15 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #UAV Applications and Optimization
  18. ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval
    2022/07/29 by Nicola Messina, Messina, Nicola, Matteo Stefanini +11 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
  19. 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
  20. Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation
    2020/12/18 by Lagani, Gabriele, Mazziotti, Raffaele, Falchi, Fabrizio +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Deep Features for CBIR with Scarce Data using Hebbian Learning
    2022/05/18 by Gabriele Lagani, Davide Bacciu, Lagani, Gabriele +9 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Image Retrieval and Classification Techniques #Neural Networks and Applications #Cell Image Analysis Techniques
  22. Adversarial Magnification to Deceive Deepfake Detection through Super Resolution
    2024/07/02 by Coccomini, Davide Alessandro, Caldelli, Roberto, Amato, Giuseppe +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging
    2024/12/04 by Luca Ciampi, Ciampi, Luca, Gabriele Lagani +5 · 2 citations
    Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  24. CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones
    2025/04/23 by Pacini, Giacomo, Bianchi, Lorenzo, Ciampi, Luca +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches
    2025/01/31 by Ciampi, Luca, Azmoudeh, Ali, Akbaba, Elif Ecem +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences