Shiman Li

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Active Learning

Selective Sampling

Fusion Framework

Medical Image Analysis

Top Venues

Medical Image Anal.

Eng. Appl. Artif. Intell.

Publications

Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Zhijian Song
Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks. Expert Syst. Appl. 236 (2024)
Haiwei Zuo, Aiqun Zhu, Yanping Zhu, Yinping Liao, Shiman Li, Yun Chen
Unsupervised diffusion based anomaly detection for time series. Appl. Intell. 54 (19) (2024)
Hua Yang, Duohai Li, Shiman Li
MCSD: An Efficient Language Model with Diverse Fusion. CoRR (2024)
Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
A comprehensive survey on deep active learning in medical image analysis. Medical Image Anal. 95 (2024)
Shiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang, Zhijian Song
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation. CoRR (2023)
Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
A comprehensive survey on deep active learning and its applications in medical image analysis. CoRR (2023)
Qiuye Jin, Shiman Li, Xiaofei Du, Mingzhi Yuan, Manning Wang, Zhijian Song
Density-based one-shot active learning for image segmentation. Eng. Appl. Artif. Intell. 126 (2023)
Shiman Li, Siqi Yin, Chenxi Zhang, Manning Wang, Zhijian Song
MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT. FLARE@MICCAI (2022)
Qiuye Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Manning Wang, Zhijian Song
Cold-start active learning for image classification. Inf. Sci. 616 (2022)
Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning. CoRR (2022)