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EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration
Secondly, feature similarities across attention heads that were recently found in multi-head attention architectures indicate a significant computational redundancy, suggesting that the capacity of the network could be better utilized to enhance performance.
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Medical Image Registration
on OASIS
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Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models
The training is performed in multiple scales, and each scale utilizes the output from the previous scale.
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