Mischa Dombrowski
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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The Questioner
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
diffusion model
(4)
generative model
(2)
feature extraction
(1)
image retrieval
(1)
medical imaging
(1)
image synthesis
(1)
privacy protection
(1)
latent diffusion model
(1)
cross-attention map
(1)
diversity metric
(1)
synthetic dataset
(1)
diversity measurement
(1)
foreground-background separation
(1)
medical vision-language model
(1)
phrase grounding
(1)
model memorization
(1)
fairness violation
(1)
concept distillation
(1)
synthetic data sharing
(1)
image segmentation
(1)
Papers
Can Diffusion Models Generalize? Privacy and Fairness Trade-offs for Medical Data Sharing.
MIDL 2025
Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models
MIDL 2025
Image Generation Diversity Issues and How to Tame Them
CVPR 2025
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing
MICCAI 2024
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
AAAI 2024
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models
ICCV 2023