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Rodrigo Santa Cruz
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2020 – today
- 2024
- [i13]Rongkai Ma, Léo Lebrat, Rodrigo Santa Cruz, Gil Avraham, Yan Zuo, Clinton Fookes, Olivier Salvado:
Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields. CoRR abs/2401.16144 (2024) - [i12]Wenhui Xiao, Rodrigo Santa Cruz, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Léo Lebrat:
NeRF Director: Revisiting View Selection in Neural Volume Rendering. CoRR abs/2406.08839 (2024) - [i11]Remi Chierchia, Léo Lebrat, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Rodrigo Santa Cruz:
SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-grade Videos. CoRR abs/2407.19652 (2024) - 2023
- [c18]Salamata Konate, Léo Lebrat
, Rodrigo Santa Cruz, Clinton Fookes, Andrew P. Bradley
, Olivier Salvado
:
Bias Identification with RankPix Saliency. ICASSP 2023: 1-5 - [c17]Léo Lebrat
, Rodrigo Santa Cruz, Reuben Dorent
, Javier Urriola Yaksic, Alex M. Pagnozzi
, Gregg Belous, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
:
Generalization Properties of Geometric 3D Deep Learning Models for Medical Segmentation. ISBI 2023: 1-5 - [c16]Filip Rusak, Rodrigo Santa Cruz, Hilda Chourak, Elliot Smith, Jurgen Fripp, Clinton Fookes, Pierrick Bourgeat, Andrew P. Bradley
:
When to Use Augmentation - Variability Insufficient for Cortical Thickness Estimation Improvement. ISBI 2023: 1-5 - [c15]Joshua Peters, Léo Lebrat
, Rodrigo Santa Cruz, Aaron Nicolson, Gregg Belous, Salamata Konate, Parnesh Raniga, Vincent Doré, Pierrick Bourgeat, Jurgen Mejan-Fripp, Clinton Fookes, Olivier Salvado
:
DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations. WACV 2023: 1958-1968 - [i10]Léo Lebrat, Rodrigo Santa Cruz, Remi Chierchia, Yulia Arzhaeva, Mohammad Ali Armin, Joshua Goldsmith, Jeremy Oorloff, Prithvi Reddy, Chuong Nguyen, Lars Petersson, Michelle Barakat-Johnson, Georgina Luscombe, Clinton Fookes, Olivier Salvado
, David Ahmedt-Aristizabal:
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis. CoRR abs/2311.15836 (2023) - 2022
- [j2]Filip Rusak
, Rodrigo Santa Cruz
, Léo Lebrat
, Ondrej Hlinka
, Jurgen Fripp, Elliot Smith
, Clinton Fookes, Andrew P. Bradley
, Pierrick Bourgeat
:
Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods. Medical Image Anal. 82: 102576 (2022) - [c14]Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling:
CSIRO at ImageCLEFmedical Caption 2022. CLEF (Working Notes) 2022: 1455-1473 - [c13]Filip Rusak, Rodrigo Santa Cruz, Elliot Smith, Jurgen Fripp, Clinton Fookes, Pierrick Bourgeat, Andrew P. Bradley
:
Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely. DALI@MICCAI 2022: 33-42 - [c12]Rodrigo Santa Cruz
, Léo Lebrat, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
:
CorticalFlow++: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability. MICCAI (5) 2022: 496-505 - [i9]Léo Lebrat, Rodrigo Santa Cruz, Frédéric de Gournay, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
:
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction. CoRR abs/2206.02374 (2022) - [i8]Rodrigo Santa Cruz, Léo Lebrat, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
:
CorticalFlow++: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability. CoRR abs/2206.06598 (2022) - 2021
- [c11]Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
:
MongeNet: Efficient Sampler for Geometric Deep Learning. CVPR 2021: 16664-16673 - [c10]Salamata Konate, Léo Lebrat
, Rodrigo Santa Cruz, Elliot Smith, Andrew P. Bradley
, Clinton Fookes, Olivier Salvado
:
A Comparison of Saliency Methods for Deep Learning Explainability. DICTA 2021: 1-8 - [c9]Salamata Konate, Léo Lebrat
, Rodrigo Santa Cruz, Pierrick Bourgeat, Vincent Doré, Jurgen Fripp, Andrew P. Bradley
, Clinton Fookes, Olivier Salvado:
Smocam: Smooth Conditional Attention Mask For 3d-Regression Models. ISBI 2021: 362-366 - [c8]Rodrigo Santa Cruz
, Léo Lebrat
, Pierrick Bourgeat
, Vincent Doré
, Jason Dowling
, Jurgen Fripp, Clinton Fookes, Olivier Salvado
:
Going Deeper With Brain Morphometry Using Neural Networks. ISBI 2021: 711-715 - [c7]Filip Rusak, Rodrigo Santa Cruz, Elliot Smith, Jurgen Fripp, Clinton Fookes, Pierrick Bourgeat, Andrew P. Bradley
:
Detail Matters: High-Frequency Content for Realistic Synthetic MRI Generation. SASHIMI@MICCAI 2021: 3-13 - [c6]Léo Lebrat, Rodrigo Santa Cruz, Frédéric de Gournay, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado:
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction. NeurIPS 2021: 29491-29505 - [c5]Rodrigo Santa Cruz, Léo Lebrat
, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado
:
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction. WACV 2021: 806-815 - [i7]Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado:
MongeNet: Efficient Sampler for Geometric Deep Learning. CoRR abs/2104.14554 (2021) - 2020
- [c4]Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell
, Stephen Gould:
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CVPR Workshops 2020: 1514-1522 - [c3]Filip Rusak, Rodrigo Santa Cruz, Pierrick Bourgeat
, Clinton Fookes, Jurgen Fripp, Andrew P. Bradley
, Olivier Salvado
:
3D Brain MRI GAN-Based Synthesis Conditioned on Partial Volume Maps. SASHIMI@MICCAI 2020: 11-20 - [i6]Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould:
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CoRR abs/2004.13217 (2020) - [i5]Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado:
Going deeper with brain morphometry using neural networks. CoRR abs/2009.03303 (2020) - [i4]Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado:
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction. CoRR abs/2010.11423 (2020)
2010 – 2019
- 2019
- [j1]Rodrigo Santa Cruz
, Basura Fernando
, Anoop Cherian
, Stephen Gould
:
Visual Permutation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 41(12): 3100-3114 (2019) - 2018
- [c2]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
Neural Algebra of Classifiers. WACV 2018: 729-737 - [i3]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
Neural Algebra of Classifiers. CoRR abs/1801.08676 (2018) - 2017
- [c1]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
DeepPermNet: Visual Permutation Learning. CVPR 2017: 6044-6052 - [i2]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
DeepPermNet: Visual Permutation Learning. CoRR abs/1704.02729 (2017) - 2016
- [i1]Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, Edison Guo:
On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization. CoRR abs/1607.05447 (2016)
Coauthor Index
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last updated on 2024-08-22 20:47 CEST by the dblp team
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