Alexander Jaus

24 papers A* 2B 1C 1Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks. AAAI Alexander Jaus, Constantin Marc Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen
2025	—	`conf`	GRASPing Anatomy to Improve Pathology Segmentation. MLMI@MICCAI Keyi Li, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
2025	J	`jnl`	GRASPing Anatomy to Improve Pathology Segmentation. CoRR Keyi Li, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
2025	J	`jnl`	Good Enough: Is it Worth Improving your Label Quality? CoRR Alexander Jaus, Zdravko Marinov, Constantin Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen
2025	J	`jnl`	Is Visual in-Context Learning for Compositional Medical Tasks within Reach? CoRR Simon Reiß, Zdravko Marinov, Alexander Jaus, Constantin Seibold, M. Saquib Sarfraz, Erik Rodner, Rainer Stiefelhagen
2025	—	`conf`	LIMIS: Towards Language-Based Interactive Medical Image Segmentation. ISBI Lena Heinemann, Alexander Jaus, Zdravko Marinov, Moon S. Kim, Maria Francesca Spadea, Jens Kleesiek, Rainer Stiefelhagen
2025	J	`jnl`	Learning to Look Closer: A New Instance-Wise Loss for Small Cerebral Lesion Segmentation. CoRR Luc Bouteille, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen, Lukas Heine
2025	J	`jnl`	Semantic Segmentation for Preoperative Planning in Transcatheter Aortic Valve Replacement. CoRR Cedric Zöllner, Simon Reiß, Alexander Jaus, Amroalalaa Sholi, Ralf Sodian, Rainer Stiefelhagen
2024	—	`conf`	Anatomy-Guided Pathology Segmentation. MICCAI (8) Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon S. Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek
2024	J	`jnl`	Anatomy-guided Pathology Segmentation. CoRR Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek
2024	J	`jnl`	Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation? CoRR Alexander Jaus, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen
2024	J	`jnl`	Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks. CoRR Alexander Jaus, Constantin Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen
2024	—	`conf`	Filters, Thresholds, and Geodesic Distances for Scribble-Based Interactive Segmentation of Medical Images. MedSAM@CVPR Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
2024	J	`jnl`	LIMIS: Towards Language-based Interactive Medical Image Segmentation. CoRR Lena Heinemann, Alexander Jaus, Zdravko Marinov, Moon S. Kim, Maria Francesca Spadea, Jens Kleesiek, Rainer Stiefelhagen
2024	A*	`conf`	Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations. NeurIPS David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen
2024	J	`jnl`	Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations. CoRR David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen
2024	—	`conf`	Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images. MedSAM@CVPR Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
2024	B	`conf`	Towards Unifying Anatomy Segmentation: Automated Generation of a Full-Body CT Dataset. ICIP Alexander Jaus, Constantin Seibold, Kelsey Hermann, Negar Shahamiri, Alexandra Walter, Kristina Giske, Johannes Haubold, Jens Kleesiek, Rainer Stiefelhagen
2023	J	`jnl`	Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling. CoRR Constantin Seibold, Alexander Jaus, Matthias A. Fink, Moon Kim, Simon Reiß, Ken Herrmann, Jens Kleesiek, Rainer Stiefelhagen
2023	J	`jnl`	Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning. IEEE Trans. Intell. Transp. Syst. Alexander Jaus, Kailun Yang, Rainer Stiefelhagen
2023	J	`jnl`	Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines. CoRR Alexander Jaus, Constantin Seibold, Kelsey Hermann, Alexandra Walter, Kristina Giske, Johannes Haubold, Jens Kleesiek, Rainer Stiefelhagen
2022	J	`jnl`	Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning. CoRR Alexander Jaus, Kailun Yang, Rainer Stiefelhagen
2021	C	`conf`	Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning. IV Alexander Jaus, Kailun Yang, Rainer Stiefelhagen
2021	J	`jnl`	Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning. CoRR Alexander Jaus, Kailun Yang, Rainer Stiefelhagen