Shovito Barua Soumma

Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract)

FuSE-MET addresses critical challenges in deploying human activity recognition (HAR) systems in uncontrolled environments by effectively managing noisy labels, sparse data, and undefined activity vocabularies. By integrating BERT-based word embeddings with domain-specific knowledge (i.e., MET values…