Constantin Seibold
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
10
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | CT-GRAPH: Hierarchical Graph Attention Network for Anatomy-Guided CT Report Generation. | Hamza Kalisch, Fabian Hrst, Jens Kleesiek, Ken Herrmann, Constantin Seibold |
| 2025 | ICCV | Is Visual in-Context Learning for Compositional Medical Tasks Within Reach? | Simon Rei, Zdravko Marinov, Alexander Jaus, Constantin Seibold, M. Saquib Sarfraz, Erik Rodner, Rainer Stiefelhagen |
| 2025 | MICCAI | Improving Medical Visual Instruction Tuning with Labeled Datasets. | Amin Dada, Amanda Butler Contreras, Constantin Seibold, Osman Alperen Koras, Julius Keyl, Aokun Chen, Cheng Peng, Alexander Brehmer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jens Kleesiek |
| 2024 | ICIP | Towards Unifying Anatomy Segmentation: Automated Generation of a Full-Body CT Dataset. | Alexander Jaus, Constantin Seibold, Kelsey Hermann, Negar Shahamiri, Alexandra Walter, Kristina Giske, Johannes Haubold, Jens Kleesiek, Rainer Stiefelhagen |
| 2024 | MICCAI | Anatomy-Guided Pathology Segmentation. | Alexander Jaus, Constantin Seibold, Simon Rei, Lukas Heine, Anton Schily, Moon S. Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek |
| 2023 | CVPR | Decoupled Semantic Prototypes enable learning from diverse annotation types for semi-weakly segmentation in expert-driven domains. | Simon Rei, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen |
| 2023 | EMNLP | On the Impact of Cross-Domain Data on German Language Models. | Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Seibold, Jianning Li, Lars Heiliger, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu |
| 2022 | CVPR | Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. | M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen |
| 2022 | ECCV | Graph-Constrained Contrastive Regularization for Semi-weakly Volumetric Segmentation. | Simon Rei, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen |
| 2022 | ICPR | Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data. | Lukas Schlch, Jonas Steinhuser, Maximilian Beichter, Constantin Seibold, Kailun Yang, Merlin Knaeble, Thorsten Schwarz, Alexander Maedche, Rainer Stiefelhagen |
| 2022 | MICCAI | Breaking with Fixed Set Pathology Recognition Through Report-Guided Contrastive Training. | Constantin Seibold, Simon Rei, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek |
| 2021 | CVPR | Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation. | Simon Rei, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen |
| 2021 | IROS | Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. | Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Rei, Rainer Stiefelhagen |
| 2020 | ACCV | Self-guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs. | Constantin Seibold, Jens Kleesiek, Heinz-Peter Schlemmer, Rainer Stiefelhagen |
| 2019 | BMVC | Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. | M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen |