Pomponi, Jary

1. Avalanche: an End-to-End Library for Continual Learning
   2021/04/01 by Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea +25 · 6 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Pseudo-Rehearsal for Continual Learning with Normalizing Flows
   2020/07/05 by Jary Pomponi, Pomponi, Jary, Simone Scardapane +3 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
3. NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks
   2024/01/24 by Matteo Gambella, Gambella, Matteo, Jary Pomponi +5 · 2 citations
   Computer Science · Engineering · #68T07 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
4. Adaptive Semantic Token Selection for AI-native Goal-oriented Communications
   2024/04/25 by Alessio Devoto, Devoto, Alessio, Simone Petruzzi +7 · 2 citations
   Computer Science · Decision Sciences · Medicine · #94A40 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Cognitive Computing and Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Scientific Computing and Data Management
5. Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning
   2024/08/16 by Alessio Devoto, Federico Alvetreti, Devoto, Alessio +9 · 2 citations
   Engineering · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Photonic and Optical Devices
6. Goal-oriented Communications based on Recursive Early Exit Neural Networks
   2024/12/27 by Jary Pomponi, Pomponi, Jary, Mattia Merluzzi +9 · 1 citation
   Engineering · Computer Science · #Advanced Algorithms and Applications #Speech and Audio Processing #Wireless Sensor Networks and IoT