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Nicolas BOUTRY
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引用次数
年份
Reasoning with trees: interpreting CNNs using hierarchies
CM Rodrigues, N Boutry, L Najman
arXiv preprint arXiv:2406.13257, 2024
2024
Transforming gradient-based techniques into interpretable methods
CM Rodrigues, N Boutry, L Najman
Pattern Recognition Letters, 2024
2024
Reasoning with trees: interpreting CNNs using hierarchies
C Mazini Rodrigues, N Boutry, L Najman
arXiv e-prints, arXiv: 2406.13257, 2024
2024
Unsupervised discovery of interpretable visual concepts
CM Rodrigues, N Boutry, L Najman
Information Sciences 661, 120159, 2024
12024
Bridging Human Concepts and Computer Vision for Explainable Face Verification
M Doh, CM Rodrigues, N Boutry, L Najman, M Mancas, H Bersini
arXiv preprint arXiv:2403.08789, 2024
12024
Graph-Based Spectral Analysis for Detecting Cyber Attacks
M Jaber, N Boutry, P Parrend
ARES 2024 (The International Conference on Availability, Reliability and …, 2024
2024
Spectral Analysis for Attack Detection
M Jaber, N Boutry, P Parrend
RESSI (Rendez-Vous de la Recherche et de l'Enseignement de la Sécurité des …, 2024
2024
Transforming gradient-based techniques into interpretable methods
C Mazini Rodrigues, N Boutry, L Najman
arXiv e-prints, arXiv: 2401.14434, 2024
2024
Introducing Poset-Based Connected n-Manifolds and -well-composedness in Partially Ordered Sets
N Boutry
Journal of Mathematical Imaging and Vision 66 (1), 1-21, 2024
2024
Discrete Morse Functions and Watersheds
G Bertrand, N Boutry, L Najman
Journal of Mathematical Imaging and Vision 65 (5), 787-801, 2023
2023
Structural and spectral analysis of dynamic graphs for attack detection
M Jaber, N Boutry, P Parrend
RJCIA, 90, 2023
2023
Towards attack detection in traffic data based on spectral graph analysis
M Jaber, N Boutry, P Parrend
Complex Computational Ecosystems 2023 (CCE'23), 2023
2023
Topology-Aware Method to Segment 3D Plan Tissue Images
MÔV Ngoc, N Boutry, J Fabrizio
36th Conference on Neural Information Processing Systems, AI for Science …, 2022
2022
Strong Euler well-composedness
N Boutry, R Gonzalez-Diaz, MJ Jimenez, E Paluzo-Hildago
Journal of Combinatorial Optimization 44 (4), 3038-3055, 2022
12022
Gradient vector fields of discrete Morse functions and watershed-cuts
N Boutry, G Bertrand, L Najman
International Conference on Discrete Geometry and Mathematical Morphology, 35-47, 2022
22022
An Efficient Cascade of U-Net-Like Convolutional Neural Networks Devoted to Brain Tumor Segmentation
P Bouchet, JB Deloges, H Canton-Bacara, G Pusel, L Pinot, O Elbaz, ...
International MICCAI Brainlesion Workshop, 149-161, 2022
12022
Some equivalence relation between persistent homology and morphological dynamics
N Boutry, L Najman, T Géraud
Journal of Mathematical Imaging and Vision 64 (7), 807-824, 2022
32022
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
402022
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation
MOV Ngoc, Y Chen, N Boutry, J Fabrizio, C Mallet
arXiv preprint arXiv:2207.11446, 2022
22022
A Proof of the Tree of Shapes in nD
T Géraud, N Boutry, S Crozet, E Carlinet, L Najman
arXiv preprint arXiv:2206.05109, 2022
2022
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