2 papers
cs.CV2026
Patch-Wise Hypergraph Contrastive Learning with Dual Normal Distribution Weighting for Multi-Domain Stain Transfer
Haiyan Wei, Hangrui Xu, Bingxu Zhu +4
Virtual stain transfer leverages computer-assisted technology to transform the histochemical staining patterns of tissue samples into other staining types. However, existing method…
cs.LG2025
TAET: Two-Stage Adversarial Equalization Training on Long-Tailed Distributions
Wang YuHang, Junkang Guo, Aolei Liu +5
Adversarial robustness is a critical challenge in deploying deep neural networks for real-world applications. While adversarial training is a widely recognized defense strategy, mo…