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Shanghang Zhang*

2 accepted papers

2024

I-MedSAM: Implicit Medical Image Segmentation with Segment Anything

ECCV 2024poster

"With the development of Deep Neural Networks (DNNs), many efforts have been made to handle medical image segmentation. Traditional methods such as nnUNet train specific segmentation models on the individual datasets. Plenty of recent methods have been proposed to adapt the foundational Segment Anyt…

2024

LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model

ECCV 2024poster

"The distribution of subpopulations is an important property hidden within a dataset. Uncovering and analyzing the subpopulation distribution within datasets provides a comprehensive understanding of the datasets, standing as a powerful tool beneficial to various downstream tasks, including Dataset…