| Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach | Aug 23, 2023 | Image-to-Image RegressionPrediction | —Unverified | 0 |
| Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network | Nov 14, 2021 | Computational EfficiencyDecoder | —Unverified | 0 |
| Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs | Aug 26, 2020 | Image-to-Image RegressionTrajectory Prediction | —Unverified | 0 |
| Vehicle Trajectory Prediction on Highways Using Bird Eye View Representations and Deep Learning | Jul 4, 2022 | Image-to-Image RegressionPrediction | —Unverified | 0 |
| Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations | Jun 6, 2024 | Depth EstimationFlood Inundation Mapping | CodeCode Available | 0 |
| Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field Reconstruction | Feb 14, 2022 | Image-to-Image Regressionquantile regression | CodeCode Available | 0 |
| Fast acoustic scattering using convolutional neural networks | Oct 30, 2019 | Image-to-Image Regressionregression | CodeCode Available | 0 |
| Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media | Jul 2, 2018 | Computational EfficiencyDecoder | CodeCode Available | 0 |
| Joint Deep Reversible Regression Model and Physics-Informed Unsupervised Learning for Temperature Field Reconstruction | Jun 22, 2021 | Image-to-Image Regressionregression | CodeCode Available | 0 |
| Foundation Models For Seismic Data Processing: An Extensive Review | Mar 31, 2025 | DenoisingImage-to-Image Regression | CodeCode Available | 0 |
