Seibold, Constantin

5 publications

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

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

ECCV 2022 Graph-Constrained Contrastive Regularization for Semi-Weakly Volumetric Segmentation Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen

CVPR 2022 Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen

CVPR 2021 Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation Simon Reiss, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen