Pelosin, Francesco

1. Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization
   2022/03/24 by Francesco Pelosin, Pelosin, Francesco, Saurav Jha +7 · 5 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
2. Simpler is Better: off-the-shelf Continual Learning Through Pretrained Backbones
   2022/05/03 by Pelosin, Francesco · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. MIND: Multi-Task Incremental Network Distillation
   2023/12/05 by Jacopo Bonato, Francesco Pelosin, Bonato, Jacopo +5 · 2 citations
   Computer Science · Health Professions · #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare
4. DUCK: Distance-based Unlearning via Centroid Kinematics
   2023/12/04 by Cotogni, Marco, Bonato, Jacopo, Sabetta, Luigi +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Dynamic Label Injection for Imbalanced Industrial Defect Segmentation
   2024/08/19 by Emanuele Caruso, E. Caruso, Francesco Pelosin +7 · 1 voice · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #cs.CV