no code implementations • 5 Oct 2023 • Othmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou
In this paper, we present for the first time a certified segmentation baseline for medical imaging based on randomized smoothing and diffusion models.
no code implementations • 16 Jun 2023 • Othmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Marie-Pierre Revel, Siddharth Garg, Farshad Khorrami, Maria Vakalopoulou
The robustness of image segmentation has been an important research topic in the past few years as segmentation models have reached production-level accuracy.
no code implementations • 27 Jul 2021 • Othmane Laousy, Guillaume Chassagnon, Edouard Oyallon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou
In this paper, we propose a deep reinforcement learning method for accurate localization of the L3 CT slice.