2 papers
cs.AI2026
SURE-Med: Systematic Uncertainty Reduction for Enhanced Reliability in Medical Report Generation
Yuhang Gu, Xingyu Hu, Yuyu Fan +3
Automated medical report generation (MRG) holds great promise for reducing the heavy workload of radiologists. However, its clinical deployment is hindered by three major sources o…
cs.CV2025
PROMISE: Prompt-Attentive Hierarchical Contrastive Learning for Robust Cross-Modal Representation with Missing Modalities
Jiajun Chen, Sai Cheng, Yutao Yuan +4
Multimodal models integrating natural language and visual information have substantially improved generalization of representation models. However, their effectiveness significantl…