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James C. Gee

2 accepted papers

2022

NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration

CVPR 2022poster

Deformable image registration (DIR), aiming to find spatial correspondence between images, is one of the most critical problems in the domain of medical image analysis. In this paper, we present a novel, generic, and accurate diffeomorphic image registration framework that utilizes neural ordinary d…

Cited by 43PDFcodeScholar
2020

Nested Scale-Editing for Conditional Image Synthesis

CVPR 2020poster

We propose an image synthesis approach that provides stratified navigation in the latent code space. With a tiny amount of partial or very low-resolution image, our approach can consistently out-perform state-of-the-art counterparts in terms of generating the closest sampled image to the ground trut…

Cited by 7PDFScholar