Sarah E. Coupland
3 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
deep learning
(2)
whole slide image
(2)
histopathology image
(2)
weakly supervised learning
(1)
multiple instance learning
(1)
feature distillation
(1)
regularization term
(1)
digital pathology
(1)
weakly supervised segmentation
(1)
variational model
(1)
point annotation
(1)
patch correlation
(1)
contrastive learning
(1)
attention-based mil
(1)
image segmentation
(1)
variational inference
(1)
Papers
Weakly Supervised Segmentation With Point Annotations for Histopathology Images via Contrast-Based Variational Model
CVPR 2023
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
CVPR 2022
A regularization term for slide correlation reduction in whole slide image analysis with deep learning
MIDL 2021