| Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors | Jul 31, 2024 | DenoisingMRI Reconstruction | CodeCode Available | 0 |
| CTBENCH: A Library and Benchmark for Certified Training | Jun 7, 2024 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification | Apr 17, 2025 | DiversityGaussian Processes | CodeCode Available | 0 |
| Generative multitask learning mitigates target-causing confounding | Feb 8, 2022 | Out-of-Distribution GeneralizationRepresentation Learning | CodeCode Available | 0 |
| Residual Neural Networks for the Prediction of Planetary Collision Outcomes | Oct 9, 2022 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| Cross-Domain Causal Preference Learning for Out-of-Distribution Recommendation | Apr 23, 2024 | Out-of-Distribution GeneralizationRecommendation Systems | CodeCode Available | 0 |
| A separability-based approach to quantifying generalization: which layer is best? | May 2, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 0 |
| Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution Generalization | Aug 16, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Continual Learning for Out-of-Distribution Pedestrian Detection | Jun 26, 2023 | Continual Learningobject-detection | CodeCode Available | 0 |
| Topology-aware Robust Optimization for Out-of-distribution Generalization | Jul 26, 2023 | Out-of-Distribution GeneralizationSemantic Segmentation | CodeCode Available | 0 |
| FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection | Oct 15, 2024 | Federated LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection | Jun 15, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| Artifact-Based Domain Generalization of Skin Lesion Models | Aug 20, 2022 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 0 |
| Compositional generalization in semantic parsing with pretrained transformers | Sep 30, 2021 | Out-of-Distribution GeneralizationSemantic Parsing | CodeCode Available | 0 |
| An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration | Jul 17, 2023 | GPUMemorization | CodeCode Available | 0 |
| Face Reconstruction Transfer Attack as Out-of-Distribution Generalization | Jul 2, 2024 | Face RecognitionFace Reconstruction | CodeCode Available | 0 |
