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BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM
Secondly, SAM faces challenges in excelling at specific downstream tasks, like medical imaging, due to a disparity between the distribution of its pretraining data, which predominantly consists of general-domain images, and the data used in downstream tasks.
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