Concetto Spampinato
- 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
- 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
- Transfer without Forgetting
2022/06/01 by M. Boschini, Boschini, Matteo, Lorenzo Bonicelli +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
- 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
- A Saliency-based Convolutional Neural Network for Table and Chart Detection in Digitized Documents
2018/04/17 by Isaak Kavasidis, Kavasidis, I., Simone Palazzo +11 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
- 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
- Radiomics Boosts Deep Learning Model for IPMN Classification
2023/09/11 by Lanhong Yao, Yao, Lanhong, Zheyuan Zhang +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
- 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
- Distributed workflows with Jupyter
2021/10/15 by Iacopo Colonnelli, Marco Aldinucci, Barbara Cantalupo +8 · 1 citation
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems #Scientific Computing and Data Management
- Semi and Weakly Supervised Semantic Segmentation Using Generative\n Adversarial Network
2017/03/28 by Nasim Souly, Concetto Spampinato, Souly, Nasim +3 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Information Bottleneck Attribution for Visual Explanations of Diagnosis\n and Prognosis
2021/04/06 by Uğur Demir, Ismail Irmakci, Demir, Ugur +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
- 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
- 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
- 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
- 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
- Wake-Sleep Consolidated Learning
2023/12/06 by Amelia Sorrenti, Sorrenti, Amelia, Giovanni Bellitto +9 · 1 citation
Neuroscience · Engineering · Computer Science · #Neural dynamics and brain function #Advanced Memory and Neural Computing #Domain Adaptation and Few-Shot Learning
- 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