ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents
arXiv:2508.04038v2 Announce Type: replace
Abstract: Motion sensor time-series are central to Human Activity Recognition (HAR), yet conventional approaches are constrained to fixed activity sets and typically require costly parameter retraining to adap…