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 | 1 | 2024 |
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 | 1 | 2024 |
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 | 1 | 2022 |
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 | 2 | 2022 |
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 | 1 | 2022 |
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 | 3 | 2022 |
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 | 40 | 2022 |
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 | 2 | 2022 |
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 |