REFLECT: Rectified Flows for Efficient Brain Anomaly Correction TransportInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 |
MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly DetectionInformation Processing in Medical Imaging (IPMI), 2025 |
Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for
Unsupervised Anomaly DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
Diffusion Models with Implicit Guidance for Medical Anomaly DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
Diffusion Models for Counterfactual Generation and Anomaly Detection in
Brain ImagesIEEE Transactions on Medical Imaging (TMI), 2023 |
On the Design Fundamentals of Diffusion Models: A SurveyPattern Recognition (Pattern Recogn.), 2023 |