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cs.CV2023
Histogram- and Diffusion-Based Medical Out-of-Distribution Detection
Evi M. C. Huijben, Sina Amirrajab, Josien P. W. Pluim
Out-of-distribution (OOD) detection is crucial for the safety and reliability of artificial intelligence algorithms, especially in the medical domain. In the context of the Medical…
cs.CV2023
Effect of latent space distribution on the segmentation of images with multiple annotations
Ishaan Bhat, Josien P. W. Pluim, Max A. Viergever +1
We propose the Generalized Probabilistic U-Net, which extends the Probabilistic U-Net by allowing more general forms of the Gaussian distribution as the latent space distribution t…