| A Model-Constrained Discontinuous Galerkin Network (DGNet) for Compressible Euler Equations with Out-of-Distribution Generalization | Sep 27, 2024 | Out-of-Distribution GeneralizationUncertainty Quantification | —Unverified | 0 |
| Curriculum in Gradient-Based Meta-Reinforcement Learning | Feb 19, 2020 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Generalizing to Unseen Domains: A Survey on Domain Generalization | Mar 2, 2021 | Domain GeneralizationOut-of-Distribution Generalization | —Unverified | 0 |
| Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric | Mar 23, 2023 | Out-of-Distribution GeneralizationQuantum Machine Learning | —Unverified | 0 |
| Is Programming by Example solved by LLMs? | Jun 12, 2024 | Code GenerationOut-of-Distribution Generalization | —Unverified | 0 |
| Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization | Jun 13, 2023 | Data AugmentationOut-of-Distribution Generalization | —Unverified | 0 |
| Knowledge-Spreader: Learning Facial Action Unit Dynamics with Extremely Limited Labels | Mar 30, 2022 | Out-of-Distribution Generalization | —Unverified | 0 |
| Generalization of graph network inferences in higher-order graphical models | Jul 12, 2021 | Graph Neural NetworkOut-of-Distribution Generalization | —Unverified | 0 |
| Generalization in medical AI: a perspective on developing scalable models | Nov 9, 2023 | DiversityOut-of-Distribution Generalization | —Unverified | 0 |
| Conditional Networks | Jan 1, 2021 | image-classificationImage Classification | —Unverified | 0 |
| GaussVideoDreamer: 3D Scene Generation with Video Diffusion and Inconsistency-Aware Gaussian Splatting | Apr 14, 2025 | 3D Generation3D Scene Reconstruction | —Unverified | 0 |
| Functional Indirection Neural Estimator for Better Out-of-distribution Generalization | Oct 23, 2022 | Out-of-Distribution Generalization | —Unverified | 0 |
| Frustratingly Easy Model Generalization by Dummy Risk Minimization | Aug 4, 2023 | modelOut-of-Distribution Generalization | —Unverified | 0 |
| From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling | Oct 17, 2023 | counterfactualDensity Estimation | —Unverified | 0 |
| Compound Domain Generalization via Meta-Knowledge Encoding | Mar 24, 2022 | Domain GeneralizationOut-of-Distribution Generalization | —Unverified | 0 |
| IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History | Mar 24, 2024 | Decision MakingImitation Learning | —Unverified | 0 |
| ALVIN: Active Learning Via INterpolation | Oct 11, 2024 | Active LearningNatural Language Inference | —Unverified | 0 |
| InvariantOODG: Learning Invariant Features of Point Clouds for Out-of-Distribution Generalization | Jan 8, 2024 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Finding Diverse and Predictable Subgraphs for Graph Domain Generalization | Jun 19, 2022 | Domain GeneralizationGraph Neural Network | —Unverified | 0 |
| Implicit Counterfactual Data Augmentation for Robust Learning | Apr 26, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Composing Partial Differential Equations with Physics-Aware Neural Networks | Nov 23, 2021 | Out-of-Distribution Generalization | —Unverified | 0 |
| Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs | Jan 7, 2024 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans | May 27, 2022 | Out-of-Distribution Generalization | —Unverified | 0 |
| Invariant Meta Learning for Out-of-Distribution Generalization | Jan 26, 2023 | Meta-LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Invariant Representations in Deep Learning for Optoacoustic Imaging | Apr 29, 2023 | Deep LearningImage Reconstruction | —Unverified | 0 |