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researcher

J. Wolleb

24 papers hereh-index 131.3k citations37 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • middle author14
  • last author2

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • eess.IV15
  • cs.CV9

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDiffusion Models for Implicit Image Segmentation Ensembles

71 citations · 224 across the 23 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CV2021★ 71 cited

Diffusion Models for Implicit Image Segmentation Ensembles

Julia Wolleb, Robin Sandkühler, Florentin Bieder +2

Diffusion models have shown impressive performance for generative modelling of images. In this paper, we present a novel semantic segmentation method based on diffusion models. By…

cs.CV2021

Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis

Julia Wolleb, Robin Sandkühler, Florentin Bieder +7

The limited availability of large image datasets, mainly due to data privacy and differences in acquisition protocols or hardware, is a significant issue in the development of accu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.