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06/05/2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification
Deep classifiers may encounter significant performance degradation when ...
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07/01/2022
Online Reflective Learning for Robust Medical Image Segmentation
Deep segmentation models often face the failure risks when the testing i...
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08/01/2021
Style Curriculum Learning for Robust Medical Image Segmentation
The performance of deep segmentation models often degrades due to distri...
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07/31/2021
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
3D ultrasound (US) is widely used for its rich diagnostic information. H...
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01/11/2021
Generalize Ultrasound Image Segmentation via Instant and Plug Play Style Transfer
Deep segmentation models that generalize to images with unknown appearan...
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09/24/2020
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Deep models often suffer from severe performance drop due to the appeara...
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07/30/2020