Masana, Marc

1. Class-incremental learning: survey and performance evaluation on image classification
   2020/10/28 by Marc Masana, Xialei Liu, Masana, Marc +9 · 32 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Machine Learning and ELM
2. Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting
   2018/02/08 by Xialei Liu, Liu, Xialei, Marc Masana +9 · 15 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. 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)
4. Metric Learning for Novelty and Anomaly Detection
   2018/08/16 by Marc Masana, Idoia Ruiz, Masana, Marc +7 · 3 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. On the importance of cross-task features for class-incremental learning
   2021/06/22 by Albin Soutif--Cormerais, Soutif--Cormerais, Albin, Marc Masana +5 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
6. An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
   2022/04/19 by M. Jehanzeb Mirza, Marc Masana, Mirza, M. Jehanzeb +5 · 2 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 #Image Enhancement Techniques
7. LIUM-CVC Submissions for WMT18 Multimodal Translation Task
   2018/09/01 by Caglayan, Ozan, Bardet, Adrien, Bougares, Fethi +5 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences