#artificial intelligence
Jul 2026
A2TTA: Anchored-and-Agile Test-Time Adaptation for Evolving Traffic Sensor Networks
A2TTA is proposed, an Anchored-and-Agile Test-Time Adaptation framework for evolving traffic sensor networks, which transforms topology-induced forecasting errors into an expandable output calibration problem and separates tem- poral adaptation into persistent global correction and agile context-specific specialization.
Du Yin, Xiachong Lin, Yuejie Tan et al.
· arXiv.org · 0 citations