Ellen Grant
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(2)
Machine Learning
(2)
Architectures
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Clinical
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
domain generalization
(1)
instance segmentation
(1)
domain randomization
(1)
synthetic data generation
(1)
biomedical imaging
(1)
3d segmentation
(1)
few-shot segmentation
(1)
medical visual question answering
(1)
graph of thought
(1)
expert annotation
(1)
volumetric imaging
(1)
fetal mri
(1)
clinical data
(1)
star-convex shape
(1)
biomedical vision
(1)
segmentation
(1)
conditioning
(1)
film
(1)
Papers
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
ICLR 2025
Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning
ICML 2025
AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation
WACV 2024
Network conditioning for synergistic learning on partial annotations
MIDL 2024