2 papers
cs.LG2025
FOSSIL: Regret-Minimizing Curriculum Learning for Metadata-Free and Low-Data Mpox Diagnosis
Sahng-Min Han, Minjae Kim, Jinho Cha +4
Deep learning in small and imbalanced biomedical datasets remains fundamentally constrained by unstable optimization and poor generalization. We present the first biomedical implem…
cs.CV2025
Teacher-Student Model for Detecting and Classifying Mitosis in the MIDOG 2025 Challenge
Seungho Choe, Xiaoli Qin, Abubakr Shafique +4
Counting mitotic figures is time-intensive for pathologists and leads to inter-observer variability. Artificial intelligence (AI) promises a solution by automatically detecting mit…