Janson, Paul

5 publications

CoLLAs 2025 Beyond Cosine Decay: On the Effectiveness of Infinite Learning Rate Schedule for Continual Pre-Training Vaibhav Singh, Paul Janson, Paria Mehrbod, Adam Ibrahim, Irina Rish, Eugene Belilovsky, Benjamin Thérien

CVPR 2024 Overcoming Generic Knowledge Loss with Selective Parameter Update Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny

ECCVW 2024 Towards Motion from Video Diffusion Models Paul Janson, Tiberiu Popa, Eugene Belilovsky

ICCV 2023 Continual Zero-Shot Learning Through Semantically Guided Generative Random Walks Wenxuan Zhang, Paul Janson, Kai Yi, Ivan Skorokhodov, Mohamed Elhoseiny

NeurIPSW 2022 A Simple Baseline That Questions the Use of Pretrained-Models in Continual Learning Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny