| GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty | Feb 21, 2022 | FormGenerative Adversarial Network | CodeCode Available | 0 |
| Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy | Feb 20, 2022 | regressionSurvival Analysis | —Unverified | 0 |
| Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection | Feb 19, 2022 | Human-Object Interaction DetectionObject | CodeCode Available | 0 |
| Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks | Feb 19, 2022 | Active LearningPrediction | —Unverified | 0 |
| DeepONet-Grid-UQ: A Trustworthy Deep Operator Framework for Predicting the Power Grid's Post-Fault Trajectories | Feb 15, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Deep Ensembles Work, But Are They Necessary? | Feb 14, 2022 | DiversityUncertainty Quantification | CodeCode Available | 0 |
| Local approximation of operators | Feb 13, 2022 | Time Series AnalysisUncertainty Quantification | —Unverified | 0 |
| Deep Learning to advance the Eigenspace Perturbation Method for Turbulence Model Uncertainty Quantification | Feb 11, 2022 | Uncertainty Quantification | —Unverified | 0 |
| PCENet: High Dimensional Surrogate Modeling for Learning Uncertainty | Feb 10, 2022 | Dimensionality ReductionRepresentation Learning | —Unverified | 0 |
| Mining the manifolds of deep generative models for multiple data-consistent solutions of ill-posed tomographic imaging problems | Feb 10, 2022 | Generative Adversarial NetworkStochastic Optimization | CodeCode Available | 0 |
