Constantin Seibold

Researcher, Ruprecht-Karls-Universität Heidelberg

Joined

April 2021

Names

Constantin Seibold (Preferred)

Constantin Marc Seibold

Emails

****@kit.edu (Confirmed)

****@uk-essen.de (Confirmed)

****@gmail.com (Confirmed)

****@uni-heidelberg.de (Confirmed)

Personal Links

Career & Education History

Researcher

Ruprecht-Karls-Universität Heidelberg (uni-heidelberg.de)

2025 – Present

Postdoc

University Medicine Essen (uk-essen.de)

2023 – 2024

PhD student

Karlsruhe Institute of Technology (kit.edu)

2019 – 2022

Advisors, Relations & Conflicts

Coauthor

Simon Reiß

2020 – Present

PhD Advisor

Rainer Stiefelhagen

2019 – Present

PhD Advisor

Jens Kleesiek

2019 – Present

Expertise

Vision-Language-Pre-Training

2022 – Present

Learning with limited Data

2020 – Present

Medical Image Analysis

2019 – Present

Publications

The data manifold under the microscope
Marios Koulakis, Constantin Marc Seibold
- Submitted to ICLR 2026
- Readers: Everyone
FootCapture: Towards an AR-based System for 3D Foot Object Acquisition through Photogrammetry
Valentin Khan-Blouki, Franziska Seiz, Nicolas Walter, Alexander Jaus, Zdravko Marinov, Gijs Luijten, Jan Egger, Constantin Marc Seibold, Dirk Solte, Jens Kleesiek, Rainer Stiefelhagen
- MIDL 2024 Short Papers
- Readers: Everyone
On the Impact of Cross-Domain Data on German Language Models
Amin Dada, Aokun Chen, Cheng Peng, Kaleb E Smith, Ahmad Idrissi-Yaghir, Constantin Marc Seibold, Jianning Li, Lars Heiliger, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu
- EMNLP 2023 Findings
- Readers: Everyone
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction
M. Saquib Sarfraz, Marios Koulakis, Constantin Marc Seibold, Rainer Stiefelhagen
- 02 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation
Constantin Marc Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen
- 2022 (modified: 15 Nov 2022)
- AAAI 2022
- Readers: Everyone
Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data
Lukas Scholch, Jonas Steinhauser, Maximilian Beichter, Constantin Seibold, Kailun Yang, Merlin Knäble, Thorsten Schwarz, Alexander Mädche, Rainer Stiefelhagen
- 2022 (modified: 15 Nov 2022)
- CoRR 2022
- Readers: Everyone
Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training
Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek
- 2022 (modified: 15 Nov 2022)
- CoRR 2022
- Readers: Everyone
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen
- 2022 (modified: 15 Nov 2022)
- IV 2022
- Readers: Everyone
Graph-Constrained Contrastive Regularization for Semi-weakly Volumetric Segmentation
Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen
- 2022 (modified: 15 Nov 2022)
- ECCV (21) 2022
- Readers: Everyone
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen
- 2022 (modified: 15 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 27 publications

Co-Authors

View all 52 co-authors