65 citations · 100 across the 5 of their papers we have counts for
5 papers
Leveraging point annotations in segmentation learning with boundary loss
Eva Breznik, Hoel Kervadec, Filip Malmberg +4
This paper investigates the combination of intensity-based distance maps with boundary loss for point-supervised semantic segmentation. By design the boundary loss imposes a strong…
A Study of Augmentation Methods for Handwritten Stenography Recognition
Raphaela Heil, Eva Breznik
One of the factors limiting the performance of handwritten text recognition (HTR) for stenography is the small amount of annotated training data. To alleviate the problem of data s…
Queer In AI: A Case Study in Community-Led Participatory AI
Organizers Of QueerInAI, :, Anaelia Ovalle +48
We present Queer in AI as a case study for community-led participatory design in AI. We examine how participatory design and intersectional tenets started and shaped this community…
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations
Eva Breznik, Elisabeth Wetzer, Joakim Lindblad +1
In tissue characterization and cancer diagnostics, multimodal imaging has emerged as a powerful technique. Thanks to computational advances, large datasets can be exploited to disc…
An unfitted RBF-FD method in a least-squares setting for elliptic PDEs on complex geometries
Igor Tominec, Eva Breznik
Radial basis function generated finite difference (RBF-FD) methods for PDEs require a set of interpolation points which conform to the computational domain . One of the requirem…