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Paul Janson
Paul Janson
PhD Student at Mila Quebec AI Institute , Concordia University
Verified email at mila.quebec - Homepage
Title
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Year
A simple baseline that questions the use of pretrained-models in continual learning
P Janson, W Zhang, R Aljundi, M Elhoseiny
NeurIPS 2022 Workshop on Distribution Shifts: Connecting Methods and …, 2022
492022
Overcoming generic knowledge loss with selective parameter update
W Zhang, P Janson, R Aljundi, M Elhoseiny
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
142024
Continual zero-shot learning through semantically guided generative random walks
W Zhang, P Janson, K Yi, I Skorokhodov, M Elhoseiny
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
7*2023
Domain-aware continual zero-shot learning
K Yi, P Janson, W Zhang, M Elhoseiny
arXiv preprint arXiv:2112.12989, 2021
32021
FewShotNeRF: Meta-Learning-based Novel View Synthesis for Rapid Scene-Specific Adaptation
P Sivakumar, P Janson, J Rajasegaran, T Ambegoda
arXiv preprint arXiv:2408.04803, 2024
12024
Beyond Cosine Decay: On the effectiveness of Infinite Learning Rate Schedule for Continual Pre-training
P Janson, V Singh, P Mehrbod, A Ibrahim, I Rish, E Belilovsky, B Thérien
arXiv preprint arXiv:2503.02844, 2025
2025
Towards motion from video diffusion models
P Janson, T Popa, E Belilovsky
ECCV 2024 Workshop on Foundation Models for 3D Humans, 2024
2024
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Articles 1–7