Constantin Seibold
8 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Conference Pioneer
β
The Questioner
π₯
Unstoppable
(5)
Conferences
CVPR (3)
ECCV (1)
EMNLP (1)
ICCV (1)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
multilingual nlp
(2)
semi-weakly supervised learning
(2)
semantic segmentation
(1)
semi-supervised learning
(1)
multi-task learning
(1)
manifold learning
(1)
domain adaptation
(1)
embedding learning
(1)
medical imaging
(1)
language model training
(1)
data visualization
(1)
german language
(1)
medical image segmentation
(1)
medical image analysis
(1)
generative model
(1)
language model
(1)
downstream task
(1)
vision-language model
(1)
data quality
(1)
visual in-context learning
(1)
Papers
Is Visual in-Context Learning for Compositional Medical Tasks within Reach?
ICCV 2025
Anatomy-guided Pathology Segmentation
MICCAI 2024
IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations
NAACL 2024
On the Impact of Cross-Domain Data on German Language Models
EMNLP 2023
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains
CVPR 2023
Graph-Constrained Contrastive Regularization for Semi-Weakly Volumetric Segmentation
ECCV 2022
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction
CVPR 2022
Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation
CVPR 2021