Grangetto, Marco
- Unbiased Supervised Contrastive Learning
2022/11/10 by Carlo Alberto Barbano, Barbano, Carlo Alberto, Benoît Dufumier +7 · 12 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- To update or not to update? Neurons at equilibrium in deep models
2022/07/19 by Andrea Bragagnolo, Enzo Tartaglione, Bragagnolo, Andrea +3 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
- WiGNet: Windowed Vision Graph Neural Network
2024/10/01 by Spadaro, Gabriele, Grangetto, Marco, Fiandrotti, Attilio +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GoDe: Gaussians on Demand for Progressive Level of Detail and Scalable Compression
2025/01/23 by Francesco Di Sario, Di Sario, Francesco, Riccardo Renzulli +7 · 5 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Anatomical Foundation Models for Brain MRIs
2024/08/07 by Barbano, Carlo Alberto, Brunello, Matteo, Dufumier, Benoit +1 · 4 citations
#68T07 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.6 #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Neural Network-derived perfusion maps: a Model-free approach to computed tomography perfusion in patients with acute ischemic stroke
2021/01/15 by Umberto Gava, Federico D’Agata, Gava, Umberto A. +13 · 1 citation
Engineering · Medicine · #Acute Ischemic Stroke Management #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
- Boost Your NeRF: A Model-Agnostic Mixture of Experts Framework for High Quality and Efficient Rendering
2024/07/15 by Francesco Di Sario, Di Sario, Francesco, Riccardo Renzulli +5 · 2 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
- Contrastive learning for regression in multi-site brain age prediction
2022/11/14 by Carlo Alberto Barbano, Benoît Dufumier, Barbano, Carlo Alberto +7 · 2 citations
Medicine · Computer Science · #Fetal and Pediatric Neurological Disorders #Domain Adaptation and Few-Shot Learning #Neonatal and fetal brain pathology
- Efficient Progressive Image Compression with Variance-aware Masking
2024/11/15 by Presta, Alberto, Tartaglione, Enzo, Fiandrotti, Attilio +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multi-target stain normalization for histology slides
2024/06/04 by Desislav Ivanov, Carlo Alberto Barbano, Ivanov, Desislav +3 · 1 citation
Computer Science · #68U10 #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.0 #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- SAEmnesia: Erasing Concepts in Diffusion Models with Supervised Sparse Autoencoders
2025/09/23 by Cassano, Enrico, Renzulli, Riccardo, Nurisso, Marco +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GABIC: Graph-based Attention Block for Image Compression
2024/10/03 by Spadaro, Gabriele, Presta, Alberto, Tartaglione, Enzo +3 · 1 citation
#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) #electronic engineering #information engineering