
A framework for continual semantic segmentation that effectively detects and mitigates the backward background shift to improve both the plasticity and stability of the network.


coremsg

continual-semantic-segmentation-with-backward-background-shift-awareness


Continual Semantic Segmentation with Backward Background Shift Awareness


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This research introduces a novel method for continual whole-body organ segmentation in CT scans, leveraging a low-rank adapted Pyramid Vision Transformer (PVT) to incrementally learn new organs without forgetting previously acquired knowledge, while maintaining a low parameter increase rate.


continual-whole-body-organ-segmentation-in-ct-scans-using-a-low-rank-adapted-pyramid-vision-transformer


Continual Whole-Body Organ Segmentation in CT Scans Using a Low-Rank Adapted Pyramid Vision Transformer
