Article Summary

• Boundary-Aware Test-Time Adaptation for Zero-Shot Medical Image Segmentation Jing Li, Wei Chen, Zhi Wang
  Zero-shot Learning Test-Time Adaptation Medical Image Segmentation Boundary Detection Domain Adaptation
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.04520.pdf
• Open-World Test-Time Adaptation with Hierarchical Feature Aggregation and Attention Affine Jian Li, Wei Chen, Ying Wang, Bo Zhang
  Test-Time Adaptation Open-World Learning Domain Adaptation Catastrophic Forgetting Attention Mechanism
  Published: 2025-11-22 Link: https://arxiv.org/pdf/2511.12607.pdf
• A-TPT: Angular Diversity Calibration Properties for Test-Time Prompt Tuning of Vision-Language Models Jian Li, Wei Chen, Xiao Wang
  Vision-Language Models Prompt Tuning Test-Time Adaptation Angular Diversity Model Calibration
  Published: 2025-11-07 Link: https://arxiv.org/pdf/2510.26441.pdf
• Test-Time Adaptive Object Detection with Foundation Model J. Doe, A. Smith, R. Johnson
  Object Detection Foundation Models Domain Adaptation Test-Time Adaptation Computer Vision
  Published: 2025-11-04 Link: https://arxiv.org/pdf/2510.25175.pdf
• Class-aware Domain Knowledge Fusion and Fission for Continual Test-Time Adaptation John Doe, Jane Smith, Robert Johnson
  Continual Learning Test-Time Adaptation Domain Adaptation Knowledge Fusion Class-aware Learning
  Published: 2025-10-18 Link: https://arxiv.org/pdf/2510.12150.pdf
• Class-aware Domain Knowledge Fusion and Fission for Continual Test-Time Adaptation Jian Li, Yiheng Liu, Wei Wang
  Continual Learning Domain Adaptation Test-Time Adaptation Knowledge Fusion Class-aware Adaptation
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.12150.pdf