| CGLearn: Consistent Gradient-Based Learning for Out-of-Distribution Generalization | Nov 9, 2024 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| A separability-based approach to quantifying generalization: which layer is best? | May 2, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 0 | 5 |
| Offline Imitation Learning with Variational Counterfactual Reasoning | Oct 7, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization | Aug 3, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| On Neural Architecture Inductive Biases for Relational Tasks | Jun 9, 2022 | Inductive BiasOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| On the Out-of-Distribution Generalization of Self-Supervised Learning | May 22, 2025 | Causal InferenceOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Radon cumulative distribution transform subspace modeling for image classification | Apr 7, 2020 | ClassificationComputational Efficiency | CodeCode Available | 0 | 5 |
| Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization | May 20, 2023 | DiversityOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax | Nov 13, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models | Dec 27, 2021 | Out-of-Distribution GeneralizationRepresentation Learning | CodeCode Available | 0 | 5 |
| Explaining the physics of transfer learning a data-driven subgrid-scale closure to a different turbulent flow | Jun 7, 2022 | Out-of-Distribution GeneralizationTransfer Learning | CodeCode Available | 0 | 5 |
| Artifact-Based Domain Generalization of Skin Lesion Models | Aug 20, 2022 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Example-based Hypernetworks for Out-of-Distribution Generalization | Mar 27, 2022 | DecoderDomain Adaptation | CodeCode Available | 0 | 5 |
| Adversarial Invariant Learning | Jun 19, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 0 | 5 |
| Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity | May 23, 2022 | One-Shot LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Model Compression for Domain Adaptation through Causal Effect Estimation | Jan 18, 2021 | Domain AdaptationModel Compression | CodeCode Available | 0 | 5 |
| 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track | Jan 12, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 0 | 5 |
| Enhancing Anomaly Detection Generalization through Knowledge Exposure: The Dual Effects of Augmentation | Jun 15, 2024 | Anomaly DetectionOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Empirical Study on Optimizer Selection for Out-of-Distribution Generalization | Nov 15, 2022 | Out-of-Distribution Generalizationtext-classification | CodeCode Available | 0 | 5 |
| Learning Transductions and Alignments with RNN Seq2seq Models | Mar 13, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Learning Invariant Visual Representations for Compositional Zero-Shot Learning | Jun 1, 2022 | AttributeCompositional Zero-Shot Learning | CodeCode Available | 0 | 5 |
| DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization | Feb 18, 2025 | Contrastive LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Invariant Risk Minimization Is A Total Variation Model | May 2, 2024 | DenoisingOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI | Oct 12, 2021 | Few-Shot LearningFew-Shot NLI | CodeCode Available | 0 | 5 |
| Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors | Jul 31, 2024 | DenoisingMRI Reconstruction | CodeCode Available | 0 | 5 |
