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Hervé Lombaert

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Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints

Jan 25, 2024
Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz

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Trust your neighbours: Penalty-based constraints for model calibration

Mar 11, 2023
Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz

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Active learning for medical image segmentation with stochastic batches

Jan 18, 2023
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert

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TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation

Jan 16, 2023
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert

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Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning

Jan 11, 2023
Mohammad Karami, Hervé Lombaert, David Rivest-Hénault

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Test-Time Adaptation with Shape Moments for Image Segmentation

May 16, 2022
Mathilde Bateson, Hervé Lombaert, Ismail Ben Ayed

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Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging

Aug 11, 2021
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert

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Manifold-Aware Synthesis of High Resolution Diffusion from Structural Imaging

Aug 09, 2021
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert

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Source-Free Domain Adaptation for Image Segmentation

Aug 06, 2021
Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed

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Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images

Oct 01, 2020
Adrian Galdran, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed

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