| Man-recon: manifold learning for reconstruction with deep autoencoder for smart seismic interpretation | Dec 15, 2022 | Active LearningSeismic Interpretation | CodeCode Available | 1 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior | May 13, 2025 | BenchmarkingSeismic Interpretation | —Unverified | 0 |
| Effective Data Selection for Seismic Interpretation through Disagreement | Jun 1, 2024 | Active LearningSeismic Interpretation | —Unverified | 0 |
| Learning to Decouple and Generate Seismic Random Noise via Invertible Neural Network | Aug 23, 2023 | DenoisingGeophysics | CodeCode Available | 0 |
| Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation | Feb 24, 2023 | Seismic InterpretationStyle Transfer | —Unverified | 0 |
| Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation | Jun 16, 2022 | Contrastive LearningPosition | —Unverified | 0 |
| A novel attention model for salient structure detection in seismic volumes | Jan 17, 2022 | Saliency DetectionSeismic Imaging | —Unverified | 0 |
| Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks | Nov 15, 2020 | DecoderSegmentation | —Unverified | 0 |
| Ground Roll Suppression using Convolutional Neural Networks | Oct 28, 2020 | Seismic Interpretation | —Unverified | 0 |
