1 code implementation • 10 Mar 2024 • Yuncheng Yang, Chuyan Zhang, Zuopeng Yang, Yuting Gao, Yulei Qin, Ke Li, Xing Sun, Jie Yang, Yun Gu
Prompt learning is effective for fine-tuning foundation models to improve their generalization across a variety of downstream tasks.
1 code implementation • 28 Jul 2023 • Chuyan Zhang, Yuncheng Yang, Hao Zheng, Yun Gu
Driven by the latest trend towards self-supervised learning (SSL), the paradigm of "pretraining-then-finetuning" has been extensively explored to enhance the performance of clinical applications with limited annotations.
2 code implementations • 25 Sep 2022 • Chuyan Zhang, Yun Gu
Self-supervised learning (SSL) has achieved remarkable performance in various medical imaging tasks by dint of priors from massive unlabelled data.