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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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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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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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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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Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI


Jan 18, 2021
Vincent Couteaux, Mathilde Trintignac, Olivier Nempont, Guillaume Pizaine, Anna Sesilia Vlachomitrou, Pierre-Jean Valette, Laurent Milot, Isabelle Bloch

* 4 pages, 3 figures and 3 tables. Conference paper 

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Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification


Dec 04, 2020
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch

* 12 pages 

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Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations


Sep 29, 2020
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch

* 8 pages (references excluded), 3 figures, presented in iMIMIC Workshop at MICCAI 2020 

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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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One Versus all for deep Neural Network Incertitude (OVNNI) quantification


Jun 01, 2020
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch


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Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques


Mar 20, 2020
Qinkai Zheng, Han Qiu, Gerard Memmi, Isabelle Bloch


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TRADI: Tracking deep neural network weight distributions


Dec 26, 2019
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch


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Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks


Apr 08, 2019
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesus Angulo

* International Symposium on Mathematical Morphology, Jul 2019, Saarbr{\"u}cken, Germany 

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Part-based approximations for morphological operators using asymmetric auto-encoders


Apr 03, 2019
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesus Angulo, Isabelle Bloch

* International Symposium on Mathematical Morphology, Jul 2019, Saarbr{\"u}cken, Germany 

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Explanatory relations in arbitrary logics based on satisfaction systems, cutting and retraction


Mar 05, 2018
Marc Aiguier, Jamal Atif, Isabelle Bloch, Ramón Pino-Pérez

* 30 pages 

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Morphologic for knowledge dynamics: revision, fusion, abduction


Feb 14, 2018
Isabelle Bloch, Jérôme Lang, Ramón Pino Pérez, Carlos Uzcátegui


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Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection


Jan 16, 2017
Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch

* Accepted at ISBI 2017 

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Belief Revision, Minimal Change and Relaxation: A General Framework based on Satisfaction Systems, and Applications to Description Logics


Jan 13, 2017
Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot


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Exploring Structure for Long-Term Tracking of Multiple Objects in Sports Videos


Dec 19, 2016
Henrique Morimitsu, Isabelle Bloch, Roberto M. Cesar-Jr

* This version corresponds to the preprint of the paper accepted for CVIU 

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Relaxation-based revision operators in description logics


Feb 26, 2015
Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot


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A New Algorithm for Interactive Structural Image Segmentation


May 16, 2008
Alexandre Noma, Ana B. V. Graciano, Luis Augusto Consularo, Roberto M. Cesar-Jr, Isabelle Bloch


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