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Spampinato, Concetto

  1. Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features
    2018/10/25 by Palazzo, Simone, Spampinato, Concetto, Kavasidis, Isaak +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
  2. On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
    2022/10/12 by Lorenzo Bonicelli, Bonicelli, Lorenzo, M. Boschini +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  3. Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning
    2024/05/20 by Zheyuan Zhang, Zhang, Zheyuan, Elif Keleş +73 · 14 citations
    Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hydraulic Fracturing and Reservoir Analysis #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  4. Transfer without Forgetting
    2022/06/01 by M. Boschini, Lorenzo Bonicelli, Boschini, Matteo +13 · 4 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  5. Domain Generalization with Fourier Transform and Soft Thresholding
    2023/09/18 by Pan, Hongyi, Wang, Bin, Zhang, Zheyuan +5 · 3 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  6. RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation
    2023/07/05 by Renato Sortino, Sortino, Renato, Thomas Cecconello +23 · 2 citations
    Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radio Astronomy Observations and Technology
  7. Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI
    2024/10/29 by Hongyi Pan, Görkem Durak, Pan, Hongyi +35 · 4 citations
    Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Parallel #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  8. Radiomics Boosts Deep Learning Model for IPMN Classification
    2023/09/11 by Lanhong Yao, Zheyuan Zhang, Yao, Lanhong +31 · 2 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Pancreatic and Hepatic Oncology Research #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  9. Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction
    2020/10/02 by Bellitto, Giovanni, Salanitri, Federica Proietto, Palazzo, Simone +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss
    2020/09/16 by Palazzo, Simone, Guastella, Dario C., Cantelli, Luciano +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  11. An Explainable AI System for Automated COVID-19 Assessment and Lesion\n Categorization from CT-scans
    2021/01/28 by Matteo Pennisi, Pennisi, Matteo, Isaak Kavasidis +27 · 1 citation
    Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  12. Information Bottleneck Attribution for Visual Explanations of Diagnosis\n and Prognosis
    2021/04/06 by Uğur Demir, Demir, Ugur, Ismail Irmakci +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  13. Transformer-based Image Generation from Scene Graphs
    2023/03/08 by Sortino, Renato, Palazzo, Simone, Spampinato, Concetto · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. SalFoM: Dynamic Saliency Prediction with Video Foundation Models
    2024/04/03 by Morteza Moradi, Mohammad Moradi, Moradi, Morteza +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  15. On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning
    2023/05/05 by Bonicelli, Lorenzo, Boschini, Matteo, Frascaroli, Emanuele +6 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications
    2023/07/06 by Matteo Pennisi, Federica Proietto Salanitri, Pennisi, Matteo +9 · 1 citation
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  17. A baseline on continual learning methods for video action recognition
    2023/04/20 by Giulia Castagnolo, Castagnolo, Giulia, Concetto Spampinato +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  18. MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes
    2023/07/03 by Vecchio, Giuseppe, Prezzavento, Luca, Pino, Carmelo +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  19. Transformer-based Video Saliency Prediction with High Temporal Dimension Decoding
    2024/01/15 by Morteza Moradi, Simone Palazzo, Moradi, Morteza +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Visual Attention and Saliency Detection
  20. Wake-Sleep Consolidated Learning
    2023/12/06 by Amelia Sorrenti, Giovanni Bellitto, Sorrenti, Amelia +9 · 1 citation
    Neuroscience · Engineering · Computer Science · #Neural dynamics and brain function #Advanced Memory and Neural Computing #Domain Adaptation and Few-Shot Learning
  21. AIM 2024 Challenge on Video Saliency Prediction: Methods and Results
    2024/09/23 by Andrey Moskalenko, Alexey Bryncev, Moskalenko, Andrey +60 · 1 citation
    Computer Science · Engineering · #Visual Attention and Saliency Detection #Image and Video Quality Assessment #Advanced Image Fusion Techniques