| On the Out-of-Distribution Generalization of Self-Supervised Learning | May 22, 2025 | Causal InferenceOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection | Oct 15, 2024 | Federated LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Assessing Generalization in Deep Reinforcement Learning | Oct 29, 2018 | Deep Reinforcement LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| On Provable Length and Compositional Generalization | Feb 7, 2024 | DiversityOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| 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 | 5 |
| On Neural Architecture Inductive Biases for Relational Tasks | Jun 9, 2022 | Inductive BiasOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Assaying Out-Of-Distribution Generalization in Transfer Learning | Jul 19, 2022 | Adversarial RobustnessOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| AHA: Human-Assisted Out-of-Distribution Generalization and Detection | Oct 10, 2024 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images | Jul 7, 2022 | Breast Cancer DetectionOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Probing Predictions on OOD Images via Nearest Categories | Nov 17, 2020 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 | 5 |
| Face Reconstruction Transfer Attack as Out-of-Distribution Generalization | Jul 2, 2024 | Face RecognitionFace Reconstruction | CodeCode Available | 0 | 5 |
| Reevaluating Meta-Learning Optimization Algorithms Through Contextual Self-Modulation | Oct 2, 2024 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations | Nov 30, 2023 | AttributeOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| 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 |
| Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models | Jul 8, 2024 | DisentanglementOut-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 |
| Model Compression for Domain Adaptation through Causal Effect Estimation | Jan 18, 2021 | Domain AdaptationModel Compression | 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 |
| Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization | Aug 3, 2024 | Contrastive LearningData Augmentation | 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 |
| Offline Imitation Learning with Variational Counterfactual Reasoning | Oct 7, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| Out-of-distribution generalization via composition: a lens through induction heads in Transformers | Aug 18, 2024 | In-Context LearningOut-of-Distribution Generalization | 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 |
