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cs.LG2024★ 52 cited
Diff-MTS: Temporal-Augmented Conditional Diffusion-based AIGC for Industrial Time Series Towards the Large Model Era
Lei Ren, Haiteng Wang, Yuanjun Laili
Industrial Multivariate Time Series (MTS) is a critical view of the industrial field for people to understand the state of machines. However, due to data collection difficulty and…
cs.LG2024★ 1 cited
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models
Lei Ren, Haiteng Wang, Jinwang Li +2
With the remarkable success of generative models like ChatGPT, Artificial Intelligence Generated Content (AIGC) is undergoing explosive development. Not limited to text and images,…