Paul Janson

1. A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning
   2022/10/10 by Paul Janson, Wenxuan Zhang, Janson, Paul +5 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
2. Overcoming Generic Knowledge Loss with Selective Parameter Update
   2023/08/23 by Wenxuan Zhang, Paul Janson, Zhang, Wenxuan +5 · 4 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
3. Beyond Cosine Decay: On the effectiveness of Infinite Learning Rate Schedule for Continual Pre-training
   2025/03/04 by Vaibhav Singh, Singh, Vaibhav, Paul Janson +11 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
4. Stabilizing Native Low-Rank LLM Pretraining
   2026/02/12 by Paul Janson, Edouard Oyallon, Eugene Belilovsky · 2 citations
   #cs.LG