ML Anthology

Reiß, Simon

11 publications

AAAI 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks Alexander Jaus, Constantin Marc Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen
ICCV 2025 Is Visual In-Context Learning for Compositional Medical Tasks Within Reach? Simon Reiß, Zdravko Marinov, Alexander Jaus, Constantin Seibold, M. Saquib Sarfraz, Erik Rodner, Rainer Stiefelhagen
WACV 2024 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View Zhifeng Teng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Hao Shi, Simon Reiß, Ke Cao, Rainer Stiefelhagen
NeurIPS 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
CVPR 2023 Decoupled Semantic Prototypes Enable Learning from Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen
CVPR 2023 Delivering Arbitrary-Modal Semantic Segmentation Jiaming Zhang, Ruiping Liu, Hao Shi, Kailun Yang, Simon Reiß, Kunyu Peng, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen
ICCVW 2023 Mirror U-Net: Marrying Multimodal Fission with Multi-Task Learning for Semantic Segmentation in Medical Imaging Zdravko Marinov, Simon Reiß, David Kersting, Jens Kleesiek, Rainer Stiefelhagen
CVPR 2022 Bending Reality: Distortion-Aware Transformers for Adapting to Panoramic Semantic Segmentation Jiaming Zhang, Kailun Yang, Chaoxiang Ma, Simon Reiß, Kunyu Peng, Rainer Stiefelhagen
ECCV 2022 Graph-Constrained Contrastive Regularization for Semi-Weakly Volumetric Segmentation Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen
AAAI 2022 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation Constantin Marc Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen
CVPRW 2020 Activity-Aware Attributes for Zero-Shot Driver Behavior Recognition Simon Reiß, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen