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Guido Gerig

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Relightful Harmonization: Lighting-aware Portrait Background Replacement

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Dec 11, 2023
Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He Zhang

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Self-supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction

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Dec 08, 2023
Shijie Li, Palaiologos Alexopoulos, Anse Vellappally, Ronald Zambrano, Wollstein Gadi, Guido Gerig

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Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation

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Oct 18, 2023
Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang

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Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis

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Aug 18, 2023
Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig

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$E(3) \times SO(3)$-Equivariant Networks for Spherical Deconvolution in Diffusion MRI

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Apr 12, 2023
Axel Elaldi, Guido Gerig, Neel Dey

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Image Deblurring with Domain Generalizable Diffusion Models

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Dec 04, 2022
Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

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ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration

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Jun 27, 2022
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka

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Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis

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Jun 09, 2022
Mengwei Ren, Neel Dey, Martin A. Styner, Kelly Botteron, Guido Gerig

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Improved Counting and Localization from Density Maps for Object Detection in 2D and 3D Microscopy Imaging

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Mar 29, 2022
Shijie Li, Thomas Ach, Guido Gerig

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Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI

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Jun 24, 2021
Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig

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