Constantin Seibold
9 papers · 2021–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🔥
Unstoppable · Bronze
❓
The Questioner
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Analysis
(2)
Core AI
(2)
Domain-Specific
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Keywords
semi-weakly supervised learning
(2)
multilingual nlp
(2)
semantic segmentation
(1)
multi-task learning
(1)
action recognition
(1)
manifold learning
(1)
temporal dynamics
(1)
german language
(1)
embedding learning
(1)
visual question answering
(1)
medical imaging
(1)
domain adaptation
(1)
language model training
(1)
data visualization
(1)
semi-supervised learning
(1)
video understanding
(1)
medical image segmentation
(1)
medical image analysis
(1)
generative model
(1)
dimensionality reduction
(1)
Papers
Frame2Freq: Spectral Adapters for Fine-Grained Video Understanding
CVPR 2026
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
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains
CVPR 2023
On the Impact of Cross-Domain Data on German Language Models
EMNLP 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