Search Results for author: Matthias Wödlinger

Found 4 papers, 3 papers with code

Explainable Techniques for Analyzing Flow Cytometry Cell Transformers

no code implementations27 Jul 2023 Florian Kowarsch, Lisa Weijler, Florian Kleber, Matthias Wödlinger, Michael Reiter, Margarita Maurer-Granofszky, Michael Dworzak

Explainability for Deep Learning Models is especially important for clinical applications, where decisions of automated systems have far-reaching consequences.

Binary Classification

ECSIC: Epipolar Cross Attention for Stereo Image Compression

1 code implementation18 Jul 2023 Matthias Wödlinger, Jan Kotera, Manuel Keglevic, Jan Xu, Robert Sablatnig

Our proposed method compresses the left and right images in a joint manner by exploiting the mutual information between the images of the stereo image pair using a novel stereo cross attention (SCA) module and two stereo context modules.

Image Compression

SASIC: Stereo Image Compression With Latent Shifts and Stereo Attention

1 code implementation CVPR 2022 Matthias Wödlinger, Jan Kotera, Jan Xu, Robert Sablatnig

We propose a learned method for stereo image compression that leverages the similarity of the left and right images in a stereo pair due to overlapping fields of view.

Image Compression

Cannot find the paper you are looking for? You can Submit a new open access paper.