Nicolas Boutry
Publications
Publications
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Found in Translation: semantic approaches for enhancing AI interpretability in face verification2025 |
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Bridging Human Concepts and Computer Vision for Explainable Face Verification2024 |
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A Proof of the Tree of Shapes in n-D2022 |
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Graph-Based Spectral Analysis for Detecting Cyber Attacks19th International Conference on Availability, Reliability and Security (ARES'24), Jul 2024, Vienne, Austria. pp.23, ⟨10.1145/3664476.3664498⟩ |
Residual 3D U-Net with Localization for Brain Tumor SegmentationInternational MICCAI Brainlesion Workshop, Sep 2021, virtual event, Unknown Region. pp.389--399, ⟨10.1007/978-3-031-08999-2_33⟩ |
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Gradients Intégrés RenforcésExplain'AI - EGC Workshop, Jan 2022, Blois, France |
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An Efficient Cascade of U-Net-like Convolutional Neural Networks devoted to Brain Tumor SegmentationBrainLes 2022: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Sep 2022, Singapore, Singapore. pp.149--161, ⟨10.1007/978-3-031-33842-7_13⟩ |
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Gradient Vector Fields of Discrete Morse Functions and Watershed-cutsDGMM 2022 -- IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Étienne Baudrier; Benoît Naegel; Adrien Krähenbühl; Mohamed Tajine, Oct 2022, Strasbourg, France. pp.1--13, ⟨10.1007/978-3-031-19897-7_4⟩ |
Topology-Aware Method to Segment 3D Plan Tissue Images36th Conference on Neural Information Processing Systems, AI for Science Workshop, Nov 2022, New Orleans, United States |
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Visual xAI techniquesEcole Jeunes Chercheuses et Chercheurs en Informatique Mathématique, Maison de la Modélisation, de la Simulation et des Interactions [MSI], Jun 2022, Nice, France |
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FOANet: A Focus of Attention Network with Application to Myocardium SegmentationProceedings of the 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, Italy. pp.1120--1127, ⟨10.1109/ICPR48806.2021.9412016⟩ |
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A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor SegmentationProceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden. pp.67--78, ⟨10.1007/978-3-030-76657-3_4⟩ |
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Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial SegmentationProceedings of the 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, Italy. pp.7447--7453, ⟨10.1109/ICPR48806.2021.9412755⟩ |
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An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-DDiscrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden |
Stability of the Tree of Shapes to Additive NoiseProceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden. pp.365--377, ⟨10.1007/978-3-030-76657-3_26⟩ |
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Stacked and parallel U-nets with multi-output for myocardial pathology segmentationMyocardial Pathology Segmentation Combining Multi-Sequence CMR Challenge, Dec 2020, Lima, Peru. pp.138--145, ⟨10.1007/978-3-030-65651-5_13⟩ |
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A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR ImagesStatistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges−-10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers, Oct 2019, Shenzhen, China. pp.405--413, ⟨10.1007/978-3-030-39074-7_42⟩ |
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Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like ArchitecturesBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 5th International Workshop,, Oct 2019, Shenzhen, China. pp.187-199, ⟨10.1007/978-3-030-46640-4_18⟩ |
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Euler Well-ComposednessCombinatorial Image Analysis: Proceedings of the 20th International Workshop (IWCIA 2020), Jul 2020, Novi Sad, Serbia. pp.3--19, ⟨10.1007/978-3-030-51002-2_1⟩ |
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One More Step Towards Well-Composedness of Cell Complexes over n-D PicturesProceedings of the 21st International Conference on Discrete Geometry for Computer Imagery (DGCI), Mar 2019, Marne-la-Vallée, France. pp.101--114, ⟨10.1007/978-3-030-14085-4_9⟩ |
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La pseudo-distance du dahuORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France |
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Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in $\mathbb {Z}^n$20th International Conference on Discrete Geometry for Computer Imagery (DGCI 2017), Sep 2017, Vienne, Austria. pp.225-237, ⟨10.1007/978-3-319-66272-5_19⟩ |