Signal or Noise? Understanding Generative Models for Real-World Sensor Time Series

Zitao Shuai, Zongzhe Xu, Yuntian Wu +3

Generative models have changed how machine learning represents complex data distributions, especially in language and vision, yet many real-world systems are observed instead as co…