James C. Gee
5 papers · 2020–2024 · 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 · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Domain-Specific
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
domain shift
(2)
medical imaging
(2)
medical image analysis
(2)
image translation
(1)
weak supervision
(1)
image super-resolution
(1)
image registration
(1)
bayesian optimization
(1)
neural ordinary differential equation
(1)
surrogate model
(1)
generative adversarial network
(1)
optimization framework
(1)
concept bottleneck
(1)
deformation field
(1)
retrieval-augmented generation
(1)
concept bottleneck model
(1)
offline optimization
(1)
model-based optimization
(1)
knowledge prior
(1)
diffeomorphic registration
(1)
Papers
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
NeurIPS 2024
Deep Learning in Medical Image Registration: Magic or Mirage?
NeurIPS 2024
Generative Adversarial Model-Based Optimization via Source Critic Regularization
NeurIPS 2024
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration
CVPR 2022
Nested Scale-Editing for Conditional Image Synthesis
CVPR 2020