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
216 2016 DeepPermNet: Visual Permutation Learning R Santa Cruz, B Fernando, A Cherian, S Gould
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
106 2017 Visual permutation learning R Santa Cruz, B Fernando, A Cherian, S Gould
IEEE transactions on pattern analysis and machine intelligence 41 (12), 3100 …, 2018
64 2018 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
52 2021 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
29 2021 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
16 2020 CorticalFlow 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
15 2022 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
13 2022 Neural Algebra of Classifiers R Santa Cruz, B Fernando, A Cherian, S Gould
The IEEE Winter Conference on Applications of Computer Vision (WACV), 2018
13 2018 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
10 2021 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
8 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
7 2015 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
6 2012 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
5 2022 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
5 2016 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 3 (6), 2022
4 2022 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
3 2023 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
3 2021 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
3 2021 Inferring temporal compositions of actions using probabilistic automata RS Cruz, A Cherian, B Fernando, D Campbell, S Gould
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
3 2020 
Stephen GouldProfessor at Australian National UniversityBestätigte E-Mail-Adresse bei anu.edu.au