Marc Lafon
PhD Student in Deep Learning at Cnam Paris - AI/ML Consultant

Office 37.0E.36
2 rue Conté
Paris, France
I am a PhD student in Deep Learning at Le Cnam in the Machine Learning team advised by Prof. Nicolas Thome and Clément Rambour. The focus of my PhD is on the efficient adaptation of deep learning foundation models with a particular interest in improving their robustness. Lately, I have focused on improving the trade-off between accuracy and robustness for few-shot learning methods, e.g. prompt learning, of vision-language foundation models like CLIP.
news
Jun 15, 2025 |
Our work on failure prediction of vision-language models has been accepted at ICCV 2025 ![]() |
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Oct 15, 2024 |
Our work on spatio-temporal encodings for Transformers on dynamic graphs has been accepted at NeurIPS 2024 ![]() |
Jun 12, 2024 |
Our work on few-shot adaptation of vision-language models through prompt learning has been accepted at ECCV 2024 ![]() ![]() |
Apr 22, 2023 |
Our work on out-of-distribution detection using energy-based models has been accepted at ICML 2023 ![]() |