Timothée Lesort

1. Simple and Scalable Strategies to Continually Pre-train Large Language Models
   2024/03/13 by Adam Ibrahim, Benjamin Thérien, Benjamin Therien +14 · 3 voices · 25 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
2. Continual Learning for Robotics: Definition, Framework, Learning\n Strategies, Opportunities and Challenges
   2019/06/29 by Timothée Lesort, Lesort, Timothée, Vincenzo Lomonaco +9 · 13 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Viral Infections and Outbreaks Research
3. Continual Learning with Foundation Models: An Empirical Study of Latent Replay
   2022/04/30 by Оleksiy Ostapenko, Timothée Lesort, Ostapenko, Oleksiy +11 · 7 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning
4. Understanding Continual Learning Settings with Data Distribution Drift Analysis
   2021/04/04 by Timothée Lesort, M. Caccia, Lesort, Timothée +3 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
5. Continual Learning Under Language Shift
   2023/11/02 by Evangelia Gogoulou, Timothée Lesort, Gogoulou, Evangelia +5 · 3 citations
   Arts and Humanities · #Second Language Learning and Teaching
6. DisCoRL: Continual Reinforcement Learning via Policy Distillation
   2019/07/11 by Kalifou René Traoré, Hugo Caselles-Dupré, Traoré, René +11 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications
7. Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics
   2025/01/09 by Maximilian Alber, Alber, Maximilian, Stephan Tietz +50 · 5 citations
   Medicine · #Artificial Intelligence (cs.AI) #Clinical Laboratory Practices and Quality Control #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hematological disorders and diagnostics #Machine Learning (cs.LG) #Tuberculosis Research and Epidemiology
8. Challenging Common Assumptions about Catastrophic Forgetting
   2022/07/10 by Timothée Lesort, Lesort, Timothée, Оleksiy Ostapenko +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications