Rodrigo Santa Cruz
7 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(4)
Analysis
(4)
Architectures
(3)
Domain-Specific
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Applications
(1)
Keywords
medical imaging
(3)
geometric deep learning
(2)
cortical surface reconstruction
(2)
neural rendering
(2)
surface reconstruction
(1)
point cloud
(1)
3d reconstruction
(1)
neural radiance field
(1)
self-supervised learning
(1)
deep learning
(1)
distance metric
(1)
brain imaging
(1)
saliency mapping
(1)
magnetic resonance imaging
(1)
saliency map
(1)
alzheimer's disease
(1)
3d vision
(1)
convolutional neural network
(1)
optimal transport
(1)
volume rendering
(1)
Papers
SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-Grade Videos
WACV 2025
NeRF Director: Revisiting View Selection in Neural Volume Rendering
CVPR 2024
DBCE: A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations
WACV 2023
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction
NeurIPS 2021
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction
WACV 2021
MongeNet: Efficient Sampler for Geometric Deep Learning
CVPR 2021
DeepPermNet: Visual Permutation Learning
CVPR 2017