3 papers
cs.CV2026
SAMPO-Path: Segmentation Intent-Aligned Preference Optimization for Pathology Foundation Model Segmentation
Yonghuang Wu, Wenwen Zeng, Xuan Xie +3
Foundation models have shown strong performance in multi-object segmentation with visual prompts, yet histopathology images remain challenging due to high cellular density, heterog…
cs.CV2025
MindShot: Multi-Shot Video Reconstruction from fMRI with LLM Decoding
Wenwen Zeng, Yonghuang Wu, Yifan Chen +5
Reconstructing dynamic videos from fMRI is important for understanding visual cognition and enabling vivid brain-computer interfaces. However, current methods are critically limite…
cs.CV2024
Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image
Yonghuang Wu, Xuan Xie, Xinyuan Niu +2
Pathology computing has dramatically improved pathologists' workflow and diagnostic decision-making processes. Although computer-aided diagnostic systems have shown considerable va…