Reconstruction
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Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing
2023-03-21
· Xinzi He, Alan Wang, Mert R. Sabuncu
Head MRI pre-processing involves converting raw images to an intensity-normalized, skull-stripped brain in a standard coordinate space. In this paper, we propose an end-to-end weakly supervised learning approach, called …
ReconstructionSkull StrippingWeakly-supervised LearningSCAM! Transferring humans between images with Semantic Cross Attention Modulation
2022-10-10
· Nicolas Dufour, David Picard, Vicky Kalogeiton
A large body of recent work targets semantically conditioned image generation. Most such methods focus on the narrower task of pose transfer and ignore the more challenging task of subject transfer that consists in not o…
DiversityImage GenerationPose TransferReconstruction+1