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Rodrigo Santa Cruz
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Year
On differentiating parameterized argmin and argmax problems with application to bi-level optimization
S Gould, B Fernando, A Cherian, P Anderson, RS Cruz, E Guo
arXiv preprint arXiv:1607.05447, 2016
1962016
DeepPermNet: Visual Permutation Learning
R Santa Cruz, B Fernando, A Cherian, S Gould
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
1122017
Visual permutation learning
R Santa Cruz, B Fernando, A Cherian, S Gould
IEEE transactions on pattern analysis and machine intelligence 41 (12), 3100 …, 2018
492018
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
452021
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
222021
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
132022
3D brain MRI GAN-based synthesis conditioned on partial volume maps
F Rusak, R Santa Cruz, P Bourgeat, C Fookes, J Fripp, A Bradley, ...
Simulation and Synthesis in Medical Imaging: 5th International Workshop …, 2020
132020
Neural Algebra of Classifiers
R Santa Cruz, B Fernando, A Cherian, S Gould
The IEEE Winter Conference on Applications of Computer Vision (WACV), 2018
112018
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
72022
Bayesian model averaging naive bayes (bma-nb): Averaging over an exponential number of feature models in linear time
G Wu, S Sanner, R Oliveira
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
72015
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction
L Lebrat, R Santa Cruz, F de Gournay, D Fu, P Bourgeat, J Fripp, ...
arXiv preprint arXiv:2206.02374, 15, 2022
62022
On differentiating parameterized argmin and argmax problems with application to bi-level optimization, 2016
S Gould, B Fernando, A Cherian, P Anderson, RS Cruz, E Guo
arXiv preprint arXiv:1607.05447, 0
6
Human detection in digital videos using motion features extractors
RFSC Oliveira, CJA Bastos-Filho
2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-2, 2016
52016
Regenerator placement and link capacity optimization in translucent optical networks using a multi-objective evolutionary algorithm
RVB Carvalho, RFSC Oliveira, CJA Bastos-Filho, DAR Chaves, ...
OFC/NFOEC, 1-3, 2012
52012
CSIRO at ImageCLEFmedical Caption 2022
L Lebrat, A Nicolson, R Santa Cruz, G Belous, B Koopman, J Dowling
CEUR Workshop Proceedings 3180, 1455-1473, 2022
42022
CorticalFlow: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability
RS Cruz, L Lebrat, D Fu, P Bourgeat, J Fripp, C Fookes, O Salvado
arXiv preprint arXiv:2206.06598, 2022
22022
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
Detail matters: High-frequency content for realistic synthetic MRI generation
F Rusak, RS Cruz, E Smith, J Fripp, C Fookes, P Bourgeat, A Bradley
Simulation and Synthesis in Medical Imaging: 6th International Workshop …, 2021
22021
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