9 citations · 10 across the 7 of their papers we have counts for
4 papers · 1 filter
Fully Automated SAM for Single-source Domain Generalization in Medical Image Segmentation
Huanli Zhuo, Leilei Ma, Haifeng Zhao +3
Although SAM-based single-source domain generalization models for medical image segmentation can mitigate the impact of domain shift on the model in cross-domain scenarios, these m…
Bridging Vision and Language: Optimal Transport-Driven Radiology Report Generation via LLMs
Haifeng Zhao, Yufei Zhang, Leilei Ma +2
Radiology report generation represents a significant application within medical AI, and has achieved impressive results. Concurrently, large language models (LLMs) have demonstrate…
Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning
LeiLei Ma, Shuo Xu, MingKun Xie +3
Modeling label correlations has always played a pivotal role in multi-label image classification (MLC), attracting significant attention from researchers. However, recent studies h…
Dynamic Prompt Adjustment for Multi-Label Class-Incremental Learning
Haifeng Zhao, Yuguang Jin, Leilei Ma
Significant advancements have been made in single label incremental learning (SLCIL),yet the more practical and challenging multi label class incremental learning (MLCIL) remains u…