James S. Duncan
9 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Domain-Specific
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
energy-based model
(2)
test-time adaptation
(2)
medical image segmentation
(2)
image segmentation
(1)
domain generalization
(1)
self-supervised learning
(1)
covariate shift
(1)
distribution shift
(1)
nuclear norm minimization
(1)
nuclear norm
(1)
spurious correlation
(1)
multimodal representation
(1)
energy model
(1)
shape prior
(1)
accelerated proximal method
(1)
group robustness
(1)
depth completion
(1)
mri reconstruction
(1)
neural network
(1)
active contour
(1)
Papers
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation
MICCAI 2025
ETA: Energy-based Test-time Adaptation for Depth Completion
ICCV 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation
ICCV 2025
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration
ECCV 2024
Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations
CVPR 2024
Class-aware Mutual Mixup with Triple Alignments for Semi-Supervised Cross-domain Segmentation
MICCAI 2024
Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration
MICCAI 2024
DSFormer: A Dual-Domain Self-Supervised Transformer for Accelerated Multi-Contrast MRI Reconstruction
WACV 2023
Active Contours with Group Similarity
CVPR 2013