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Automatic size and pose homogenization with spatial transformer network to improve and accelerate pediatric segmentation


Jul 06, 2021
Giammarco La Barbera, Pietro Gori, Haithem Boussaid, Bruno Belucci, Alessandro Delmonte, Jeanne Goulin, Sabine Sarnacki, Laurence Rouet, Isabelle Bloch

* ISBI 2021 
* ISBI 2021 

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Fast and Scalable Optimal Transport for Brain Tractograms


Jul 05, 2021
Jean Feydy, Pierre Roussillon, Alain Trouvé, Pietro Gori

* MICCAI 2019 
* MICCAI 2019 

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Template-Based Graph Clustering


Jul 05, 2021
Mateus Riva, Florian Yger, Pietro Gori, Roberto M. Cesar Jr., Isabelle Bloch

* ECML-PKDD, Workshop on Graph Embedding and Minin (GEM) 2020 
* ECML-PKDD, Workshop on Graph Embedding and Minin (GEM) 2020 

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UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning


Jul 05, 2021
Robin Louiset, Pietro Gori, Benoit Dufumier, Josselin Houenou, Antoine Grigis, Edouard Duchesnay

* ECML/PKDD 2021 
* ECML/PKDD 2021 

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Knowledge distillation from multi-modal to mono-modal segmentation networks


Jun 17, 2021
Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori

* MICCAI 2020 
* MICCAI 2020 

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Metamorphic image registration using a semi-Lagrangian scheme


Jun 16, 2021
Anton François, Pietro Gori, Joan Glaunès

* Geometric Science for Information 2021 
* SEE GSI 2021 

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Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification


Jun 16, 2021
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Edouard Duchesnay

* MICCAI 2021 
* MICCAI 2021 

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Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning


Jun 02, 2021
Benoit Dufumier, Pietro Gori, Ilaria Battaglia, Julie Victor, Antoine Grigis, Edouard Duchesnay

* 17 pages, 6 figures, 3 tables 

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Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example


May 12, 2021
Robin Kips, Ruowei Jiang, Sileye Ba, Edmund Phung, Parham Aarabi, Pietro Gori, Matthieu Perrot, Isabelle Bloch

* CVPR 2021 Workshop AI for Content Creation 

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Approximation of dilation-based spatial relations to add structural constraints in neural networks


Feb 22, 2021
Mateus Riva, Pietro Gori, Florian Yger, Roberto Cesar, Isabelle Bloch


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CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer


Aug 24, 2020
Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch


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White Matter Fiber Segmentation Using Functional Varifolds


Sep 18, 2017
Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers

* Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, pp 92-100, Lecture Notes in Computer Science, volume 10551, Springer, 2017 

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Comparison of Distances for Supervised Segmentation of White Matter Tractography


Aug 04, 2017
Emanuele Olivetti, Giulia Bertò, Pietro Gori, Nusrat Sharmin, Paolo Avesani


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