ProtoFlow stabilizes class prototypes as low-curvature trajectories in a temporal vector field to mitigate forgetting and improve mIoU in class- and domain-incremental remote sensing segmentation.
Following standard practice, original tiles of size 2448×2448 are cut into non-overlapping patches of 512×512 pixels
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ProtoFlow: Mitigating Forgetting in Class-Incremental Remote Sensing Segmentation via Low-Curvature Prototype Flow
ProtoFlow stabilizes class prototypes as low-curvature trajectories in a temporal vector field to mitigate forgetting and improve mIoU in class- and domain-incremental remote sensing segmentation.