Parallel Complex Diffusion for Scalable Time Series Generation

Rongyao Cai, Yuxi Wan, Kexin Zhang +4

Diffusion models learn data distributions indirectly through denoising, making the difficulty of generative modeling closely tied to the dependency structure of data. For time seri…