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cs.CV2024
LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion
Maximilian Mueller, Matthias Hein
In realistic medical settings, the data are often inherently long-tailed, with most samples concentrated in a few classes and a long tail of rare classes, usually containing just a…
cs.CV2024
How to train your ViT for OOD Detection
Maximilian Mueller, Matthias Hein
VisionTransformers have been shown to be powerful out-of-distribution detectors for ImageNet-scale settings when finetuned from publicly available checkpoints, often outperforming…