| Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization | Nov 18, 2023 | Graph LearningOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Invariant Risk Minimization | Jul 5, 2019 | Domain GeneralizationImage Classification | CodeCode Available | 1 | 5 |
| Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL | Oct 12, 2022 | Contrastive LearningOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization | Jun 11, 2021 | Out-of-Distribution Generalizationregression | CodeCode Available | 1 | 5 |
| Environment Inference for Invariant Learning | Oct 14, 2020 | Domain GeneralizationFairness | CodeCode Available | 1 | 5 |
| BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models | Jan 28, 2023 | Out-of-Distribution GeneralizationQuestion Answering | CodeCode Available | 0 | 5 |
| Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation | Mar 12, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| Residual Neural Networks for the Prediction of Planetary Collision Outcomes | Oct 9, 2022 | Out-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 |
| Predicting Long-Term Allograft Survival in Liver Transplant Recipients | Aug 10, 2024 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization | May 28, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations | Jun 29, 2021 | Out-of-Distribution GeneralizationX-ray Classification | CodeCode Available | 0 | 5 |
| Advancing African-Accented Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models | Jun 3, 2023 | Accented Speech RecognitionActive Learning | CodeCode Available | 0 | 5 |
| Positional Encoding meets Persistent Homology on Graphs | Jun 6, 2025 | Graph ClassificationGraph Representation Learning | CodeCode Available | 0 | 5 |
| Pruning Spurious Subgraphs for Graph Out-of-Distribtuion Generalization | Jun 6, 2025 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration | Jul 17, 2023 | GPUMemorization | 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 |
| Out-of-Distribution Generalization in Time Series: A Survey | Mar 18, 2025 | Out-of-Distribution GeneralizationRepresentation Learning | 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 |
| Out-of-Distribution Generalization in Kernel Regression | Jun 4, 2021 | BIG-bench Machine LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation | May 15, 2025 | Data AugmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Optimal Control Operator Perspective and a Neural Adaptive Spectral Method | Dec 17, 2024 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| CTBENCH: A Library and Benchmark for Certified Training | Jun 7, 2024 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| GeoMix: Towards Geometry-Aware Data Augmentation | Jul 15, 2024 | Data AugmentationGraph Learning | CodeCode Available | 0 | 5 |
| On Provable Length and Compositional Generalization | Feb 7, 2024 | DiversityOut-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 |
| Generative multitask learning mitigates target-causing confounding | Feb 8, 2022 | Out-of-Distribution GeneralizationRepresentation Learning | CodeCode Available | 0 | 5 |
| Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution Generalization | Aug 16, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track | Jan 12, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 0 | 5 |
| Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization | Feb 27, 2025 | Out-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 |
| Continual Learning for Out-of-Distribution Pedestrian Detection | Jun 26, 2023 | Continual Learningobject-detection | 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 |
| Model Compression for Domain Adaptation through Causal Effect Estimation | Jan 18, 2021 | Domain AdaptationModel Compression | CodeCode Available | 0 | 5 |
| Compositional generalization in semantic parsing with pretrained transformers | Sep 30, 2021 | Out-of-Distribution GeneralizationSemantic Parsing | 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 |
| 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 |
| 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 |
| 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 |
| Learning Transductions and Alignments with RNN Seq2seq Models | Mar 13, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Offline Imitation Learning with Variational Counterfactual Reasoning | Oct 7, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| On Neural Architecture Inductive Biases for Relational Tasks | Jun 9, 2022 | Inductive BiasOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Face Reconstruction Transfer Attack as Out-of-Distribution Generalization | Jul 2, 2024 | Face RecognitionFace Reconstruction | CodeCode Available | 0 | 5 |
| Cross-Domain Causal Preference Learning for Out-of-Distribution Recommendation | Apr 23, 2024 | Out-of-Distribution GeneralizationRecommendation Systems | 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 |
