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Morpho-logic from a Topos Perspective: Application to symbolic AI


Mar 08, 2023
Marc Aiguier, Isabelle Bloch, Salim Nibouche, Ramon Pino Perez

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Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies


Feb 16, 2023
Emma Sarfati, Alexandre Bone, Marc-Michel Rohe, Pietro Gori, Isabelle Bloch

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* Accepted at IEEE ISBI 2023 

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Model-based inexact graph matching on top of CNNs for semantic scene understanding


Jan 18, 2023
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch

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* 27 pages, 10 figures, 7 tables 

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Anatomically constrained CT image translation for heterogeneous blood vessel segmentation


Oct 04, 2022
Giammarco La Barbera, Haithem Boussaid, Francesco Maso, Sabine Sarnacki, Laurence Rouet, Pietro Gori, Isabelle Bloch

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* Accepted at BMVC 2022 

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Morphological adjunctions represented by matrices in max-plus algebra for signal and image processing


Jul 28, 2022
Samy Blusseau, Santiago Velasco-Forero, Jesus Angulo, Isabelle Bloch

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* DGMM 2022, IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France 

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Optimizing transformations for contrastive learning in a differentiable framework


Jul 27, 2022
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch

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* Accepted at MILLanD workshop (MICCAI) 

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Is the U-Net Directional-Relationship Aware?


Jul 06, 2022
Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch

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* Accepted at ICIP 2022 

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Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers


May 12, 2022
Robin Kips, Ruowei Jiang, Sileye Ba, Brendan Duke, Matthieu Perrot, Pietro Gori, Isabelle Bloch

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Hair Color Digitization through Imaging and Deep Inverse Graphics


Feb 08, 2022
Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch

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* Electronic Imaging (EI) 2022 

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A deep residual learning implementation of Metamorphosis


Feb 01, 2022
Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori

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* ISBI 2022 

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