Alert button
Picture for Marvin Lerousseau

Marvin Lerousseau

Alert button

Université Paris-Saclay, CentraleSupélec, Mathématiques et Informatique pour la Complexité et les Systèmes, Inria Saclay, Université Paris-Saclay, Institut Gustave Roussy, Inserm, Radiothérapie Moléculaire et Innovation Thérapeutique

Giga-SSL: Self-Supervised Learning for Gigapixel Images

Dec 06, 2022
Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter

Figure 1 for Giga-SSL: Self-Supervised Learning for Gigapixel Images
Figure 2 for Giga-SSL: Self-Supervised Learning for Gigapixel Images
Figure 3 for Giga-SSL: Self-Supervised Learning for Gigapixel Images
Figure 4 for Giga-SSL: Self-Supervised Learning for Gigapixel Images
Viaarxiv icon

MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network

Nov 23, 2021
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Theophraste Henry, Marvin Lerousseau, Amaury Leroy, Nikos Paragios, Eric Deutsch

Figure 1 for MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
Figure 2 for MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
Figure 3 for MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
Figure 4 for MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
Viaarxiv icon

Exploring Deep Registration Latent Spaces

Jul 23, 2021
Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch

Figure 1 for Exploring Deep Registration Latent Spaces
Figure 2 for Exploring Deep Registration Latent Spaces
Figure 3 for Exploring Deep Registration Latent Spaces
Figure 4 for Exploring Deep Registration Latent Spaces
Viaarxiv icon

Weakly supervised pan-cancer segmentation tool

May 10, 2021
Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios

Figure 1 for Weakly supervised pan-cancer segmentation tool
Figure 2 for Weakly supervised pan-cancer segmentation tool
Viaarxiv icon

Sparse convolutional context-aware multiple instance learning for whole slide image classification

May 06, 2021
Marvin Lerousseau, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch

Figure 1 for Sparse convolutional context-aware multiple instance learning for whole slide image classification
Figure 2 for Sparse convolutional context-aware multiple instance learning for whole slide image classification
Figure 3 for Sparse convolutional context-aware multiple instance learning for whole slide image classification
Figure 4 for Sparse convolutional context-aware multiple instance learning for whole slide image classification
Viaarxiv icon

Design and implementation of an environment for Learning to Run a Power Network (L2RPN)

Apr 06, 2021
Marvin Lerousseau

Figure 1 for Design and implementation of an environment for Learning to Run a Power Network (L2RPN)
Figure 2 for Design and implementation of an environment for Learning to Run a Power Network (L2RPN)
Figure 3 for Design and implementation of an environment for Learning to Run a Power Network (L2RPN)
Figure 4 for Design and implementation of an environment for Learning to Run a Power Network (L2RPN)
Viaarxiv icon

Cancer Gene Profiling through Unsupervised Discovery

Feb 11, 2021
Enzo Battistella, Maria Vakalopoulou, Roger Sun, Théo Estienne, Marvin Lerousseau, Sergey Nikolaev, Emilie Alvarez Andres, Alexandre Carré, Stéphane Niyoteka, Charlotte Robert, Nikos Paragios, Eric Deutsch

Figure 1 for Cancer Gene Profiling through Unsupervised Discovery
Figure 2 for Cancer Gene Profiling through Unsupervised Discovery
Figure 3 for Cancer Gene Profiling through Unsupervised Discovery
Figure 4 for Cancer Gene Profiling through Unsupervised Discovery
Viaarxiv icon

Top 10 BraTS 2020 challenge solution: Brain tumor segmentation with self-ensembled, deeply-supervised 3D-Unet like neural networks

Oct 30, 2020
Theophraste Henry, Alexandre Carre, Marvin Lerousseau, Theo Estienne, Charlotte Robert, Nikos Paragios, Eric Deutsch

Figure 1 for Top 10 BraTS 2020 challenge solution: Brain tumor segmentation with self-ensembled, deeply-supervised 3D-Unet like neural networks
Figure 2 for Top 10 BraTS 2020 challenge solution: Brain tumor segmentation with self-ensembled, deeply-supervised 3D-Unet like neural networks
Figure 3 for Top 10 BraTS 2020 challenge solution: Brain tumor segmentation with self-ensembled, deeply-supervised 3D-Unet like neural networks
Figure 4 for Top 10 BraTS 2020 challenge solution: Brain tumor segmentation with self-ensembled, deeply-supervised 3D-Unet like neural networks
Viaarxiv icon

Deep learning based registration using spatial gradients and noisy segmentation labels

Oct 21, 2020
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carré, Théophraste Henry, Marvin Lerousseau, Charlotte Robert, Nikos Paragios, Eric Deutsch

Figure 1 for Deep learning based registration using spatial gradients and noisy segmentation labels
Viaarxiv icon

Multimodal brain tumor classification

Sep 03, 2020
Marvin Lerousseau, Eric Deutsh, Nikos Paragios

Figure 1 for Multimodal brain tumor classification
Figure 2 for Multimodal brain tumor classification
Figure 3 for Multimodal brain tumor classification
Figure 4 for Multimodal brain tumor classification
Viaarxiv icon