Seismic Data Interpolation based on Denoising Diffusion Implicit Models with Resampling

no code implementations • 9 Jul 2023 • Xiaoli Wei, Chunxia Zhang, Hongtao Wang, Chengli Tan, Deng Xiong, Baisong Jiang, Jiangshe Zhang, Sang-Woon Kim

The model training is established on the denoising diffusion probabilistic model, where U-Net is equipped with the multi-head self-attention to match the noise in each step.

Denoising Uncertainty Quantification