Marvin Lerousseau

28 papers Journal 15Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SparseXMIL: Leveraging sparse convolutions for context-aware and memory-efficient classification of whole slide images in digital pathology. Medical Image Anal. Loïc Le Bescond, Marvin Lerousseau, Fabrice André, Hugues Talbot
2023	—	`conf`	Giga-SSL: Self-Supervised Learning for Gigapixel Images. CVPR Workshops Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
2022	J	`jnl`	COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures. IEEE ACM Trans. Comput. Biol. Bioinform. 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
2022	—	`conf`	End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal Generation. MICCAI (6) Amaury Leroy, Marvin Lerousseau, Théophraste Henry, Alexandre Cafaro, Nikos Paragios, Vincent Grégoire, Eric Deutsch
2022	J	`jnl`	Giga-SSL: Self-Supervised Learning for Gigapixel Images. CoRR Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
2022	—	`conf`	Unsupervised Nuclei Segmentation Using Spatial Organization Priors. MICCAI (2) Loïc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice André, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot
2021	J	`jnl`	Cancer Gene Profiling through Unsupervised Discovery. CoRR 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
2021	J	`jnl`	Design and implementation of an environment for Learning to Run a Power Network (L2RPN). CoRR Marvin Lerousseau
2021	—	`conf`	Exploring Deep Registration Latent Spaces. DART/FAIR@MICCAI Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch
2021	J	`jnl`	Exploring Deep Registration Latent Spaces. CoRR Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch
2021	J	`jnl`	MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network. CoRR Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Nikos Paragios, Eric Deutsch
2021	—	`conf`	Magnetic Resonance Imaging Virtual Histopathology from Weakly Paired Data. COMPAY@MICCAI Amaury Leroy, Kumar Shreshtha, Marvin Lerousseau, Théophraste Henry, Théo Estienne, Marion Classe, Nikos Paragios, Vincent Grégoire, Eric Deutsch
2021	J	`jnl`	Sparse convolutional context-aware multiple instance learning for whole slide image classification. CoRR Marvin Lerousseau, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch
2021	—	`conf`	SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification. COMPAY@MICCAI Marvin Lerousseau, Maria Vakalopoulou, Eric Deutsch, Nikos Paragios
2021	—	`conf`	Weakly Supervised Pan-Cancer Segmentation Tool. MICCAI (8) Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios
2021	J	`jnl`	Weakly supervised pan-cancer segmentation tool. CoRR Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios
2020	—	`conf`	Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution. BrainLes@MICCAI (1) Théophraste Henry, Alexandre Carré, Marvin Lerousseau, Théo Estienne, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020	J	`jnl`	Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution. CoRR Théophraste Henry, Alexandre Carre, Marvin Lerousseau, Théo Estienne, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020	—	`conf`	Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels. MICCAI (Challenges) Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carré, Théophraste Henry, Marvin Lerousseau, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020	J	`jnl`	Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation. Frontiers Comput. Neurosci. Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou, Emilie Alvarez Andres, Enzo Battistella, Alexandre Carré, Siddhartha Chandra, Stergios Christodoulidis, Mihir Sahasrabudhe, Roger Sun, Charlotte Robert, Hugues Talbot, Nikos Paragios, Eric Deutsch
2020	J	`jnl`	Deep learning based registration using spatial gradients and noisy segmentation labels. CoRR Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carré, Théophraste Henry, Marvin Lerousseau, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020	—	`conf`	Multimodal Brain Tumor Classification. BrainLes@MICCAI (2) Marvin Lerousseau, Eric Deutsch, Nikos Paragios
2020	J	`jnl`	Multimodal brain tumor classification. CoRR Marvin Lerousseau, Eric Deutsch, Nikos Paragios
2020	—	`conf`	Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation. MICCAI (5) Marvin Lerousseau, Maria Vakalopoulou, Marion Classe, Julien Adam, Enzo Battistella, Alexandre Carré, Théo Estienne, Théophraste Henry, Eric Deutsch, Nikos Paragios
2020	J	`jnl`	Weakly supervised multiple instance learning histopathological tumor segmentation. CoRR Marvin Lerousseau, Maria Vakalopoulou, Marion Classe, Julien Adam, Enzo Battistella, Alexandre Carré, Théo Estienne, Théophraste Henry, Eric Deutsch, Nikos Paragios
2019	—	`conf`	Gene Expression High-Dimensional Clustering Towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature. IWBBIO (1) Enzo Battistella, Maria Vakalopoulou, Théo Estienne, Marvin Lerousseau, Roger Sun, Charlotte Robert, Nikos Paragios, Eric Deutsch
2019	J	`jnl`	Learning to run a power network challenge for training topology controllers. CoRR Antoine Marot, Benjamin Donnot, Camilo Romero, Luca Veyrin-Forrer, Marvin Lerousseau, Balthazar Donon, Isabelle Guyon
2019	—	`conf`	U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets. MICCAI (3) Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Marvin Lerousseau, Alexandre Carre, Guillaume Klausner, Roger Sun, Charlotte Robert, Stavroula G. Mougiakakou, Nikos Paragios, Eric Deutsch