ContrasInver: Ultra-Sparse Label Semi-supervised Regression for Multi-dimensional Seismic Inversion

no code implementations • 13 Feb 2023 • YiMin Dou, Kewen Li, Wenjun Lv, Timing Li, Hongjie Duan, Zhifeng Xu

In the field data with two or three well logs, only the methods based on the components proposed in this paper were able to achieve reasonable results.

Contrastive Learning Pseudo Label +3

CONSS: Contrastive Learning Approach for Semi-Supervised Seismic Facies Classification

no code implementations • 10 Oct 2022 • Kewen Li, Wenlong Liu, YiMin Dou, Zhifeng Xu, Hongjie Duan, Ruilin Jing

Recently, seismic facies classification based on convolutional neural networks (CNN) has garnered significant research interest.

Contrastive Learning Facies Classification