TAPE decouples domain alignment from task fitting using parameter-efficient fine-tuning to adapt foundation models for superior OCT-OCTA segmentation with high efficiency.
This work provides an early and com- prehensive validation of the efficacy of parameter-efficient fine-tuning (PEFT) methods within MIM for medical im- age analysis
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TAPE: A two-stage parameter-efficient adaptation framework for foundation models in OCT-OCTA analysis
TAPE decouples domain alignment from task fitting using parameter-efficient fine-tuning to adapt foundation models for superior OCT-OCTA segmentation with high efficiency.