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20202026
most citedMixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures

6 citations · 16 across the 7 of their papers we have counts for

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eess.IV2023

DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology

Marco Aversa, Gabriel Nobis, Miriam Hägele +10

We present DiffInfinite, a hierarchical diffusion model that generates arbitrarily large histological images while preserving long-range correlation structural information. Our app…

eess.IV2020

Interval Neural Networks as Instability Detectors for Image Reconstructions

Jan Macdonald, Maximilian März, Luis Oala +1

This work investigates the detection of instabilities that may occur when utilizing deep learning models for image reconstruction tasks. Although neural networks often empirically…