| Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation | Oct 18, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| Representation Learning for Out-of-distribution Generalization in Reinforcement Learning | Jun 13, 2021 | Out-of-Distribution Generalizationreinforcement-learning | —Unverified | 0 |
| Representation learning from videos in-the-wild: An object-centric approach | Oct 6, 2020 | Few-Shot LearningObject | —Unverified | 0 |
| Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization | May 24, 2022 | Image CaptioningOut-of-Distribution Generalization | —Unverified | 0 |
| Rethinking Graph Out-Of-Distribution Generalization: A Learnable Random Walk Perspective | May 9, 2025 | Density EstimationOut-of-Distribution Generalization | —Unverified | 0 |
| RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction | Dec 18, 2023 | Out-of-Distribution GeneralizationPrediction | —Unverified | 0 |
| Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning | Feb 6, 2025 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Reusable Slotwise Mechanisms | Feb 21, 2023 | Future predictionObject | —Unverified | 0 |
| Robust Graph Representation Learning via Predictive Coding | Dec 9, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Increasing Robustness to Spurious Correlations using Forgettable Examples | Nov 10, 2019 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 |
| Robustness of AI-based weather forecasts in a changing climate | Sep 27, 2024 | Out-of-Distribution GeneralizationWeather Forecasting | —Unverified | 0 |
| Robust Representation Learning via Perceptual Similarity Metrics | Jun 11, 2021 | Out-of-Distribution GeneralizationRepresentation Learning | —Unverified | 0 |
| RotoGBML: Towards Out-of-Distribution Generalization for Gradient-Based Meta-Learning | Mar 12, 2023 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning | Mar 10, 2021 | Autonomous DrivingD4RL | —Unverified | 0 |
| SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation | Oct 3, 2024 | Bilevel OptimizationData Augmentation | —Unverified | 0 |
| SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning | Jul 3, 2024 | Few-Shot LearningGeneral Knowledge | —Unverified | 0 |
| SALSA: Soup-based Alignment Learning for Stronger Adaptation in RLHF | Nov 4, 2024 | Large Language ModelOut-of-Distribution Generalization | —Unverified | 0 |
| Scalable quantum dynamics compilation via quantum machine learning | Sep 24, 2024 | Out-of-Distribution GeneralizationQuantum Machine Learning | —Unverified | 0 |
| SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models | Jan 16, 2022 | Out-of-Distribution GeneralizationSemantic Parsing | —Unverified | 0 |
| SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization | May 19, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data | May 27, 2024 | Out-of-Distribution Generalization | —Unverified | 0 |
| Graph-structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and Opportunities | Feb 13, 2025 | Drug DiscoveryOut-of-Distribution Generalization | —Unverified | 0 |
| Spurious Feature Diversification Improves Out-of-distribution Generalization | Sep 29, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| Out-of-distribution Generalization via Partial Feature Decorrelation | Jul 30, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization | May 26, 2025 | Out-of-Distribution GeneralizationRetrieval | —Unverified | 0 |