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cs.CV2025
Cross-channel Perception Learning for H&E-to-IHC Virtual Staining
Hao Yang, JianYu Wu, Run Fang +7
With the rapid development of digital pathology, virtual staining has become a key technology in multimedia medical information systems, offering new possibilities for the analysis…
cs.CV2025
PathVLM-R1: A Reinforcement Learning-Driven Reasoning Model for Pathology Visual-Language Tasks
Jianyu Wu, Hao Yang, Xinhua Zeng +7
The diagnosis of pathological images is often limited by expert availability and regional disparities, highlighting the importance of automated diagnosis using Vision-Language Mode…
cs.CV2024
STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection
Zhangxun Li, Mengyang Zhao, Xuan Yang +6
Video anomaly detection (VAD) has been extensively researched due to its potential for intelligent video systems. However, most existing methods based on CNNs and transformers stil…