DMD combines masked latent diffusion with a reconstruction-shift discriminator, achieving state-of-the-art image- and pixel-level anomaly detection on five medical imaging datasets.
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Reconstruction-Shift Discrimination via Mask-Guided Latent Diffusion for Medical Anomaly Detection
DMD combines masked latent diffusion with a reconstruction-shift discriminator, achieving state-of-the-art image- and pixel-level anomaly detection on five medical imaging datasets.