| Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging | Feb 10, 2022 | Conformal PredictionImage-to-Image Regression | CodeCode Available | 1 | 5 |
| How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control | Feb 7, 2023 | Computed Tomography (CT)Conformal Prediction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Generalized Deep Image to Image Regression | Dec 10, 2016 | ColorizationDenoising | CodeCode Available | 0 | 5 |
| Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media | Jul 2, 2018 | Computational EfficiencyDecoder | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Foundation Models For Seismic Data Processing: An Extensive Review | Mar 31, 2025 | DenoisingImage-to-Image Regression | CodeCode Available | 0 | 5 |
| Fast acoustic scattering using convolutional neural networks | Oct 30, 2019 | Image-to-Image Regressionregression | CodeCode Available | 0 | 5 |
| Gated Linear Model induced U-net for surrogate modeling and uncertainty quantification | Nov 8, 2021 | Image-to-Image RegressionUncertainty Quantification | CodeCode Available | 0 | 5 |
| Joint Deep Reversible Regression Model and Physics-Informed Unsupervised Learning for Temperature Field Reconstruction | Jun 22, 2021 | Image-to-Image Regressionregression | CodeCode Available | 0 | 5 |
