Alexander Jaus

According to our database, Alexander Jaus authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations.

David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen

CoRR, 2024

Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks.

Alexander Jaus, Constantin Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen

CoRR, 2024

LIMIS: Towards Language-based Interactive Medical Image Segmentation.

Lena Heinemann, Alexander Jaus, Zdravko Marinov, Moon S. Kim, Maria Francesca Spadea, Jens Kleesiek, Rainer Stiefelhagen

CoRR, 2024

Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation?

Alexander Jaus, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen

CoRR, 2024

Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations.

David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Anatomy-Guided Pathology Segmentation.

Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon S. Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images.

Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen

Proceedings of the Medical Image Segmentation Foundation Models. CVPR 2024 Challenge: Segment Anything in Medical Images on Laptop, 2024

Filters, Thresholds, and Geodesic Distances for Scribble-Based Interactive Segmentation of Medical Images.

Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen

Proceedings of the Medical Image Segmentation Foundation Models. CVPR 2024 Challenge: Segment Anything in Medical Images on Laptop, 2024

2023

Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning.

Alexander Jaus, Kailun Yang, Rainer Stiefelhagen

IEEE Trans. Intell. Transp. Syst., April, 2023

Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines.

Alexander Jaus, Constantin Seibold, Kelsey Hermann, Alexandra Walter, Kristina Giske, Johannes Haubold, Jens Kleesiek, Rainer Stiefelhagen

CoRR, 2023

Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling.

Constantin Seibold, Alexander Jaus, Matthias A. Fink, Moon Kim, Simon Reiß, Ken Herrmann, Jens Kleesiek, Rainer Stiefelhagen

CoRR, 2023

2021

Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning.

Alexander Jaus, Kailun Yang, Rainer Stiefelhagen

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021