TaskSense introduces a sensor language that automatically translates the capabilities and data dependencies of sensor systems into vocabularies and
grammar rules that can be understood by LLMs. It then interprets
user intentions into executable task plans for sensor systems using this sensor language in combination with LLMs.
SHADE-AD, a Large Language Model (LLM) framework for Synthesizing Human Activity Datasets Embedded with AD features. Leveraging both public datasets and our own collected data from 99 AD patients, SHADE-AD synthesizes human activity videos that specifically represent AD-related behaviors.