BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM

1 code implementation • 26 Feb 2024 • Li Zhang, Youwei Liang, Ruiyi Zhang, Amirhosein Javadi, Pengtao Xie

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.

Image Segmentation Segmentation +1