Tobias Heimann
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
domain adaptation
(1)
data augmentation
(1)
out-of-distribution generalization
(1)
feature representation
(1)
lesion segmentation
(1)
vision-language model
(1)
mixup augmentation
(1)
computed tomography
(1)
medical visual question answering
(1)
lesion detection
(1)
parameter-efficient training
(1)
lesion tracking
(1)
breast cancer metastasis
(1)
tumor load assessment
(1)
auxiliary fourier augmentation
(1)
Papers
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation
MIDL 2025
Intelligent Lesion Selection: A Novel Method for Longitudinal Assessment of Breast Cancer Lung Metastases
MIDL 2025
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering
NAACL 2024