Christos Matsoukas
7 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
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The Questioner
Conferences
WACV (3)
CVPR (1)
ICML (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
transfer learning
(3)
foundation model
(2)
high content imaging
(2)
domain adaptation
(2)
vision transformer
(1)
online learning
(1)
image restoration
(1)
self-supervised learning
(1)
medical imaging
(1)
feature embedding
(1)
computational efficiency
(1)
medical image classification
(1)
image denoising
(1)
multi-frame processing
(1)
memory efficiency
(1)
inductive bia
(1)
pre-trained model
(1)
high resolution
(1)
feature extractor
(1)
image enhancement
(1)
Papers
Learning from Offline Foundation Features with Tensor Augmentations
NIPS 2024
Are Natural Domain Foundation Models Useful for Medical Image Classification?
WACV 2024
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation
WACV 2024
Metadata-guided Consistency Learning for High Content Images
MIDL 2023
PatchDropout: Economizing Vision Transformers Using Patch Dropout
WACV 2023
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors
CVPR 2022
Adding seemingly uninformative labels helps in low data regimes
ICML 2020