Matthias Keicher
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(12)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Core AI · Artificial Intelligence
(3)
Natural Language Processing
(2)
Models
(2)
Computer Vision
(1)
Machine Learning
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Resources & Methods
(1)
Keywords
vision-language model
(2)
semantic segmentation
(1)
vision transformer
(1)
few-shot learning
(1)
domain adaptation
(1)
interpretability
(1)
medical imaging
(1)
multimodal learning
(1)
scene graph generation
(1)
medical image classification
(1)
spatio-temporal analysis
(1)
language embedding
(1)
self-supervised pretraining
(1)
panoptic segmentation
(1)
chest x-ray
(1)
radiology report generation
(1)
structured reporting
(1)
surgical environment understanding
(1)
catastrophic forgetting mitigation
(1)
surgical data
(1)
Papers
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments
CVPR 2025
RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance
MIDL 2025
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
MICCAI 2024
Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis
MIDL 2024
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays
MIDL 2023