Gene Expression High-Dimensional Clustering Towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature. - Enzo Battistella; Maria Vakalopoulou; Théo Estienne; Marvin Lerousseau; Roger Sun; Charlotte Robert; Nikos Paragios; Eric Deutsch (IWBBIO (1), 2019)

U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets. - 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 (MICCAI (3), 2019)

Learning to run a power network challenge for training topology controllers. - Antoine Marot; Benjamin Donnot; Camilo Romero; Luca Veyrin-Forrer; Marvin Lerousseau; Balthazar Donon; Isabelle Guyon (CoRR, 2019)

Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution. - Théophraste Henry; Alexandre Carré; Marvin Lerousseau; Théo Estienne; Charlotte Robert; Nikos Paragios; Eric Deutsch (BrainLes@MICCAI (1), 2020)

Multimodal Brain Tumor Classification. - Marvin Lerousseau; Eric Deutsch; Nikos Paragios (BrainLes@MICCAI (2), 2020)

Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels. - Théo Estienne; Maria Vakalopoulou; Enzo Battistella; Alexandre Carré; Théophraste Henry; Marvin Lerousseau; Charlotte Robert; Nikos Paragios; Eric Deutsch (MICCAI (Challenges), 2020)

Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation. - Marvin Lerousseau; Maria Vakalopoulou; Marion Classe; Julien Adam; Enzo Battistella; Alexandre Carré; Théo Estienne; Théophraste Henry; Eric Deutsch; Nikos Paragios (MICCAI (5), 2020)

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation. - 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; et al. (Frontiers Comput. Neurosci., 2020)

SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification. - Marvin Lerousseau; Maria Vakalopoulou; Eric Deutsch; Nikos Paragios (COMPAY@MICCAI, 2021)

Magnetic Resonance Imaging Virtual Histopathology from Weakly Paired Data. - Amaury Leroy; Kumar Shreshtha; Marvin Lerousseau; Théophraste Henry; Théo Estienne; Marion Classe; Nikos Paragios; Vincent Grégoire; Eric Deutsch (COMPAY@MICCAI, 2021)

Exploring Deep Registration Latent Spaces. - Théo Estienne; Maria Vakalopoulou; Stergios Christodoulidis; Enzo Battistella; Théophraste Henry; Marvin Lerousseau; Amaury Leroy; Guillaume Chassagnon; Marie-Pierre Revel; Nikos Paragios; Eric Deutsch (DART/FAIR@MICCAI, 2021)

Weakly Supervised Pan-Cancer Segmentation Tool. - Marvin Lerousseau; Marion Classe; Enzo Battistella; Théo Estienne; Théophraste Henry; Amaury Leroy; Roger Sun; Maria Vakalopoulou; Jean-Yves Scoazec; Eric Deutsch; Nikos Paragios (MICCAI (8), 2021)

Cancer Gene Profiling through Unsupervised Discovery. - 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 (CoRR, 2021)

Design and implementation of an environment for Learning to Run a Power Network (L2RPN). - Marvin Lerousseau (CoRR, 2021)

Sparse convolutional context-aware multiple instance learning for whole slide image classification. - Marvin Lerousseau; Maria Vakalopoulou; Nikos Paragios; Eric Deutsch (CoRR, 2021)

MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network. - Théo Estienne; Maria Vakalopoulou; Enzo Battistella; Théophraste Henry; Marvin Lerousseau; Amaury Leroy; Nikos Paragios; Eric Deutsch (CoRR, 2021)

Unsupervised Nuclei Segmentation Using Spatial Organization Priors. - Loïc Le Bescond; Marvin Lerousseau; Ingrid Garberis; Fabrice André; Stergios Christodoulidis; Maria Vakalopoulou; Hugues Talbot (MICCAI (2), 2022)

End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal Generation. - Amaury Leroy; Marvin Lerousseau; Théophraste Henry; Alexandre Cafaro; Nikos Paragios; Vincent Grégoire; Eric Deutsch (MICCAI (6), 2022)

COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures. - 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 (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Giga-SSL: Self-Supervised Learning for Gigapixel Images. - Tristan Lazard; Marvin Lerousseau; Etienne Decencière; Thomas Walter 003 (CVPR Workshops, 2023)