| 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 |
| Man-recon: manifold learning for reconstruction with deep autoencoder for smart seismic interpretation | Dec 15, 2022 | Active LearningSeismic Interpretation | CodeCode Available | 1 |
| 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 |
| Structure Label Prediction Using Similarity-Based Retrieval and Weakly-Supervised Label Mapping | May 16, 2019 | BIG-bench Machine LearningRetrieval | —Unverified | 0 |
| Netherlands Dataset: A New Public Dataset for Machine Learning in Seismic Interpretation | Mar 26, 2019 | BIG-bench Machine LearningPOS | —Unverified | 0 |
| Characterization of migrated seismic volumes using texture attributes: a comparative study | Jan 30, 2019 | Image RetrievalRetrieval | —Unverified | 0 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Automatic classification of geologic units in seismic images using partially interpreted examples | Jan 12, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| SalSi: A new seismic attribute for salt dome detection | Jan 9, 2019 | AttributeSeismic Interpretation | —Unverified | 0 |
| The role of visual saliency in the automation of seismic interpretation | Dec 31, 2018 | AttributeSeismic Interpretation | —Unverified | 0 |
| Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective | Dec 20, 2018 | BIG-bench Machine LearningSeismic Interpretation | —Unverified | 0 |
| A comparative study of texture attributes for characterizing subsurface structures in seismic volumes | Dec 19, 2018 | AttributeSeismic Interpretation | —Unverified | 0 |
| Fault Detection Using Color Blending and Color Transformations | Nov 22, 2018 | Fault DetectionSeismic Interpretation | —Unverified | 0 |
| Parallel Computation of PDFs on Big Spatial Data Using Spark | May 8, 2018 | Seismic Interpretation | —Unverified | 0 |