| Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization | Feb 13, 2021 | General ClassificationOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation | Nov 26, 2019 | Activity RecognitionAttribute | CodeCode Available | 0 | 5 |
| Vision Transformers with Natural Language Semantics | Feb 27, 2024 | Inductive BiasOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning | Oct 30, 2024 | Hierarchical Reinforcement LearningLanguage Modeling | —Unverified | 0 | 0 |
| Visual Scratchpads: Enabling Global Reasoning in Vision | Oct 10, 2024 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization | Apr 25, 2022 | Data AugmentationOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| Wavelet-Based Hybrid Machine Learning Model for Out-of-distribution Internet Traffic Prediction | May 9, 2022 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 | 0 |
| Weight Averaging for Out-of-Distribution Generalization and Few-Shot Domain Adaptation | Jan 14, 2025 | Domain AdaptationOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| What Is Missing in IRM Training and Evaluation? Challenges and Solutions | Mar 4, 2023 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| What Makes Pre-Trained Visual Representations Successful for Robust Manipulation? | Nov 3, 2023 | Out-of-Distribution GeneralizationTransfer Learning | —Unverified | 0 | 0 |
| What Variables Affect Out-of-Distribution Generalization in Pretrained Models? | May 23, 2024 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| When do neural networks learn world models? | Feb 13, 2025 | Out-of-Distribution GeneralizationSelf-Supervised Learning | —Unverified | 0 | 0 |
| Wild-Tab: A Benchmark For Out-Of-Distribution Generalization In Tabular Regression | Dec 4, 2023 | Out-of-Distribution Generalizationregression | —Unverified | 0 | 0 |
| Winning Prize Comes from Losing Tickets: Improve Invariant Learning by Exploring Variant Parameters for Out-of-Distribution Generalization | Oct 25, 2023 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization | Oct 17, 2022 | feature selectionOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design | Jul 15, 2024 | Domain GeneralizationDrug Design | —Unverified | 0 | 0 |
| Label Augmentation for Neural Networks Robustness | Aug 4, 2024 | Adversarial RobustnessData Augmentation | —Unverified | 0 | 0 |
| A Closer Look at Distribution Shifts and Out-of-Distribution Generalization on Graphs | Sep 29, 2021 | Domain GeneralizationGraph Classification | —Unverified | 0 | 0 |
| A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias | Mar 23, 2023 | Out-of-Distribution GeneralizationTransfer Learning | —Unverified | 0 | 0 |
| A Complexity-Based Theory of Compositionality | Oct 18, 2024 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| Modular Action Concept Grounding in Semantic Video Prediction | Nov 23, 2020 | Action RecognitionMixture-of-Experts | —Unverified | 0 | 0 |
| Adaptive Prediction Ensemble: Improving Out-of-Distribution Generalization of Motion Forecasting | Jul 12, 2024 | Autonomous DrivingDeep Learning | —Unverified | 0 | 0 |
| Adaptive Pseudo-labeling for Quantum Calculations | Sep 24, 2021 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| Adversarial Training: Enhancing Out-of-Distribution Generalization for Learning Wireless Resource Allocation | Jun 26, 2025 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| ALVIN: Active Learning Via INterpolation | Oct 11, 2024 | Active LearningNatural Language Inference | —Unverified | 0 | 0 |