Rodrigo Santa Cruz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 33

Top Topics

Diffeomorphic Registration

Probabilistic Automata

Cortical Surface

Top Venues

Publications

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 (2024)
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 (2024)
Wenhui Xiao, Rodrigo Santa Cruz, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes, Léo Lebrat
NeRF Director: Revisiting View Selection in Neural Volume Rendering. CoRR (2024)
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)
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)
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)
Salamata Konate, Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Andrew P. Bradley, Olivier Salvado
Bias Identification with RankPix Saliency. ICASSP (2023)
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 (2023)
Rodrigo Santa Cruz, Léo Lebrat, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability. CoRR (2022)
Rodrigo Santa Cruz, Léo Lebrat, Darren Fu, Pierrick Bourgeat, Jurgen Fripp, Clinton Fookes, Olivier Salvado
: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability. MICCAI (5) (2022)
Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling
CSIRO at ImageCLEFmedical Caption 2022. CLEF (Working Notes) (2022)
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 (2022)
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)
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 (2022)
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)
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)
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)
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)
Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
MongeNet: Efficient Sampler for Geometric Deep Learning. CoRR (2021)
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)
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)
Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado
MongeNet: Efficient Sampler for Geometric Deep Learning. CVPR (2021)
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CVPR Workshops (2020)
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CoRR (2020)
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction. CoRR (2020)
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 (2020)
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)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
Visual Permutation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 41 (12) (2019)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
Neural Algebra of Classifiers. WACV (2018)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
Neural Algebra of Classifiers. CoRR (2018)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
DeepPermNet: Visual Permutation Learning. CVPR (2017)
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
DeepPermNet: Visual Permutation Learning. CoRR (2017)
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 (2016)