2 papers
cs.CV2026
One Click per Cell Type Suffices: Training-free Group Interaction for Cell Instance Segmentation
Sanghyun Jo, Seo Jin Lee, Seohyung Hong +4
Cell instance segmentation models trained on cell-specific datasets suffer severe performance drops on out-of-distribution cell types, while interactive foundation models overcome…
cs.CV2024
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation
Sanghyun Jo, Fei Pan, In-Jae Yu +1
Weakly-supervised semantic segmentation (WSS) ensures high-quality segmentation with limited data and excels when employed as input seed masks for large-scale vision models such as…