Editable Stain Transformation Of Histological Images Using Unpaired GANs

1 code implementation • 6 Dec 2023 • Tibor Sloboda, Lukáš Hudec, Wanda Benešová

Double staining in histopathology, particularly for metaplastic breast cancer, typically employs H&E and P63 dyes.

xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network

no code implementations • 27 Jun 2023 • Tibor Sloboda, Lukáš Hudec, Wanda Benešová

In the domain of unsupervised image-to-image transformation using generative transformative models, CycleGAN has become the architecture of choice.

counterfactual Explainable Artificial Intelligence (XAI)

Towards Deep Learning-based 6D Bin Pose Estimation in 3D Scans

1 code implementation • 17 Dec 2021 • Lukáš Gajdošech, Viktor Kocur, Martin Stuchlík, Lukáš Hudec, Martin Madaras

This paper focuses on a specific task of 6D pose estimation of a bin in 3D scans.

6D Pose Estimation