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cs.LG2026
Temperature-Adaptive Transformed Teacher Matching
Hiroaki Aizawa, Yoshikazu Hayashi
Temperature scaling is a core component of knowledge distillation, yet its role and effect are still not fully understood. Transformed Teacher Matching (TTM) clarifies the role of…
cs.CV2026
Polynomial Dice Loss for Medical Image Segmentation
Hiroaki Aizawa
Medical image segmentation is a fundamental task for medical image processing and computer-assisted intervention, yet data imbalance and small lesion detection pose significant cha…