Skeleton-Guided Progressive Test-Time Adaptation for Thin Curvilinear Structures

arXiv:2610.11104 · cs.CV, eess.IV · Submitted 2026-10-08 · Read on arXiv

cs.CV, eess.IV

Submitted: 2026-10-08

Updated: 2026-10-08

Project page: https://boa-jang.github.io/SGP-TTA

Terminology

• Adaptation — 68× in this paper · explained in 1 episode
• Domain Adaptation — 10× in this paper · explained in 5 episodes
• Alignment — 7× in this paper · explained in 1 episode
• Robustness — 5× in this paper · explained in 5 episodes
• Covariate Shift — 4× in this paper · explained in 2 episodes
• Ablation — 3× in this paper · explained in 1 episode
• Consensus Skeleton Recall — 3× in this paper
• Distribution Shift — 3× in this paper · explained in 6 episodes
• Domain Shift — 3× in this paper · explained in 4 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Loss Function — 2× in this paper · explained in 2 episodes
• Pseudo-labeling — 2× in this paper · explained in 3 episodes
• Pseudo-labels — 2× in this paper · explained in 2 episodes
• Test-time Adaptation (TTA) — 2× in this paper · explained in 3 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• International Symposium on Biomedical Imaging — 1× in this paper
• Massachusetts Roads — 1× in this paper
• Online Adaptation — 1× in this paper · explained in 3 episodes
• Persistent Homology — 1× in this paper · explained in 3 episodes

Sources

• MixNorm: Test-Time Adaptation Through Online Normalization Estimation
• SITA: Single Image Test-time Adaptation
• Revisiting Batch Normalization For Practical Domain Adaptation
• TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation
• Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift
• Towards Stable Test-Time Adaptation in Dynamic Wild World
• Tent: Fully Test-time Adaptation by Entropy Minimization
• Test-time Batch Statistics Calibration for Covariate Shift

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