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Léo Lebrat
Léo Lebrat
Verified email at csiro.au - Homepage
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Year
Deepcsr: A 3d deep learning approach for cortical surface reconstruction
RS Cruz, L Lebrat, P Bourgeat, C Fookes, J Fripp, O Salvado
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
462021
Optimal transport approximation of 2-dimensional measures
L Lebrat, F de Gournay, J Kahn, P Weiss
SIAM Journal on Imaging Sciences 12 (2), 762-787, 2019
292019
CorticalFlow: a diffeomorphic mesh transformer network for cortical surface reconstruction
L Lebrat, R Santa Cruz, F de Gournay, D Fu, P Bourgeat, J Fripp, ...
Advances in Neural Information Processing Systems 34, 29491-29505, 2021
26*2021
Differentiation and regularity of semi-discrete optimal transport with respect to the parameters of the discrete measure
F De Gournay, J Kahn, L Lebrat
Numerische Mathematik 141, 429-453, 2019
202019
CorticalFlow: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability
R Santa Cruz, L Lebrat, D Fu, P Bourgeat, J Fripp, C Fookes, O Salvado
International Conference on Medical Image Computing and Computer-Assisted …, 2022
16*2022
Going deeper with brain morphometry using neural networks
R Santa Cruz, L Lebrat, P Bourgeat, V Doré, J Dowling, J Fripp, C Fookes, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 711-715, 2021
102021
Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods
F Rusak, R Santa Cruz, L Lebrat, O Hlinka, J Fripp, E Smith, C Fookes, ...
Medical Image Analysis 82, 102576, 2022
82022
Generative model of brain microbleeds for mri detection of vascular marker of neurodegenerative diseases
S Momeni, A Fazlollahi, L Lebrat, P Yates, C Rowe, Y Gao, AWC Liew, ...
Frontiers in Neuroscience 15, 778767, 2021
52021
CSIRO at ImageCLEFmedical Caption 2022
L Lebrat, A Nicolson, R Santa Cruz, G Belous, B Koopman, J Dowling
Rheinisch-Westfaelische Technische Hochschule Aachen Lehrstuhl Informatik …, 2022
42022
Approximation of curves with piecewise constant or piecewise linear functions
F de Gournay, J Kahn, L Lebrat
arXiv preprint arXiv:1909.04582, 2019
32019
A comparison of saliency methods for deep learning explainability
S Konate, L Lebrat, R Santa Cruz, E Smith, A Bradley, C Fookes, ...
2021 Digital Image Computing: Techniques and Applications (DICTA), 01-08, 2021
22021
Smocam: Smooth conditional attention mask for 3d-regression models
S Konate, L Lebrat, R Santa Cruz, P Bourgeat, V Dorê, J Fripp, A Bradley, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 362-366, 2021
22021
MongeNet: efficient sampler for geometric deep learning
L Lebrat, RS Cruz, C Fookes, O Salvado
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
22021
3/4-Discrete Optimal Transport
L Lebrat, F de Gournay, J Kahn
SIAM Journal on Scientific Computing 42 (4), A2088-A2107, 2020
2*2020
DBCE: a saliency method for medical deep learning through anatomically-consistent free-form deformations
J Peters, L Lebrat, RS Cruz, A Nicolson, G Belous, S Konate, P Raniga, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
12023
Approches variationnelles pour le stippling: distances L 2 ou transport optimal?
F de Gournay, J Kahn, L Lebrat, P Weiss
GRETSI 2017, 2017
12017
Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields
R Ma, L Lebrat, RS Cruz, G Avraham, Y Zuo, C Fookes, O Salvado
arXiv preprint arXiv:2401.16144, 2024
2024
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis
L Lebrat, RS Cruz, R Chierchia, Y Arzhaeva, MA Armin, J Goldsmith, ...
arXiv preprint arXiv:2311.15836, 2023
2023
Real-time 3-D reconstruction from multiple simultaneous ultrasound scans for enhanced imaging
M Antico, A Gillman, G Belous, L Lebrat, L Petersson, B Schmutz, ...
The Journal of the Acoustical Society of America 154 (4_supplement), A139-A139, 2023
2023
Bias Identification with RankPix Saliency
S Konate, L Lebrat, R Santa Cruz, C Fookes, A Bradley, O Salvado
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
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