Guido Gerig
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
👥
Mega-Team · Squad
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Unstoppable · Bronze
Top co-authors
Research topics
Computer Vision
(7)
Domain-Specific
(5)
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Processing
(3)
Architectures
(2)
Healthcare & Medicine
(1)
Analysis
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
equivariant network
(2)
diffusion mri
(2)
medical imaging
(2)
self-supervised learning
(2)
lighting estimation
(1)
medical image segmentation
(1)
image deblurring
(1)
diffusion model
(1)
spatio-temporal learning
(1)
latent space
(1)
perceptual quality
(1)
graph convolution
(1)
equivariant neural network
(1)
diffusion probabilistic model
(1)
keypoint detection
(1)
longitudinal analysis
(1)
spherical convolution
(1)
image composition
(1)
image compositing
(1)
neural network
(1)
Papers
Phenotype Representation and Analysis via Discriminative Atypicality (PRADA) to capture the structural heterogeneity of Autism Spectrum Disorder
MICCAI 2025
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
NeurIPS 2024
Relightful Harmonization: Lighting-aware Portrait Background Replacement
CVPR 2024
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI
MIDL 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation
NeurIPS 2023
Multiscale Structure Guided Diffusion for Image Deblurring
ICCV 2023
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
NeurIPS 2022
Generative Adversarial Registration for Improved Conditional Deformable Templates
ICCV 2021