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09/14/2023
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
Despite the remarkable success of deep learning systems over the last de...
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07/05/2023
Exploring new ways: Enforcing representational dissimilarity to learn new features and reduce error consistency
Independently trained machine learning models tend to learn similar feat...
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04/09/2023
Transformer Utilization in Medical Image Segmentation Networks
Owing to success in the data-rich domain of natural images, Transformers...
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03/25/2023
MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation
The medical imaging community generates a wealth of datasets, many of wh...
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03/17/2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation
There has been exploding interest in embracing Transformer-based archite...
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08/23/2022