Guido Gerig
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (16)
π₯
Mega-Team
(28)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ICCV (2)
CVPR (1)
MICCAI (1)
MIDL (1)
Top co-authors
Keywords
self-supervised learning
(2)
diffusion mri
(2)
medical imaging
(2)
equivariant network
(2)
lighting estimation
(1)
medical image segmentation
(1)
image deblurring
(1)
diffusion model
(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)
spatiotemporal learning
(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
NIPS 2024
Relightful Harmonization: Lighting-aware Portrait Background Replacement
CVPR 2024
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation
NIPS 2023
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI
MIDL 2023
Multiscale Structure Guided Diffusion for Image Deblurring
ICCV 2023
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
NIPS 2022
Generative Adversarial Registration for Improved Conditional Deformable Templates
ICCV 2021