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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
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ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images
However, these augmentation methods focus on shape augmentation, whereas deep learning models exhibit image-based texture bias resulting in sub-optimal models.
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