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Isabelle Bloch

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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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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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A deep residual learning implementation of Metamorphosis

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

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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

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Template-Based Graph Clustering

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

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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

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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

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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

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