2 papers
eess.IV2026
VesselBridge3D: A Foundation Model Adaptation Framework for Label-Efficient 3D Vessel Segmentation
Kirato Yoshihara, Yohei Sugawara, Yuta Tokuoka +1
State-of-the-art vessel segmentation methods typically require large-scale annotated datasets and suffer from severe performance degradation under domain shifts. In clinical practi…
cs.CV2025
Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models
Xinkai Zhao, Yuta Tokuoka, Junichiro Iwasawa +1
The increasing use of diffusion models for image generation, especially in sensitive areas like medical imaging, has raised significant privacy concerns. Membership Inference Attac…