2 papers
cs.CV2025
Digital Staining with Knowledge Distillation: A Unified Framework for Unpaired and Paired-But-Misaligned Data
Ziwang Xu, Lanqing Guo, Satoshi Tsutsui +3
Staining is essential in cell imaging and medical diagnostics but poses significant challenges, including high cost, time consumption, labor intensity, and irreversible tissue alte…
eess.IV2023
Unsupervised Deep Digital Staining For Microscopic Cell Images Via Knowledge Distillation
Ziwang Xu, Lanqing Guo, Shuyan Zhang +2
Staining is critical to cell imaging and medical diagnosis, which is expensive, time-consuming, labor-intensive, and causes irreversible changes to cell tissues. Recent advances in…