Shiman Li

According to our database, Shiman Li authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks.

Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Zhijian Song

Expert Syst. Appl., February, 2024

2023

Density-based one-shot active learning for image segmentation.

Qiuye Jin, Shiman Li, Xiaofei Du, Mingzhi Yuan, Manning Wang, Zhijian Song

Eng. Appl. Artif. Intell., November, 2023

A comprehensive survey on deep active learning and its applications in medical image analysis.

Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song

CoRR, 2023

Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation.

Shiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang, Zhijian Song

CoRR, 2023

2022

Cold-start active learning for image classification.

Qiuye Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Manning Wang, Zhijian Song

Inf. Sci., 2022

TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning.

Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song

CoRR, 2022

MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT.

Shiman Li, Siqi Yin, Chenxi Zhang, Manning Wang, Zhijian Song

Proceedings of the Fast and Low-Resource Semi-supervised Abdominal Organ Segmentation, 2022