| Deep Concept Removal | Oct 9, 2023 | AttributeOut-of-Distribution Generalization | —Unverified | 0 |
| Offline Imitation Learning with Variational Counterfactual Reasoning | Oct 7, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Robust Novelty Detection through Style-Conscious Feature Ranking | Oct 5, 2023 | Domain GeneralizationNovelty Detection | CodeCode Available | 0 |
| Spurious Feature Diversification Improves Out-of-distribution Generalization | Sep 29, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| Mitigating Shortcuts in Language Models with Soft Label Encoding | Sep 17, 2023 | Natural Language UnderstandingOut-of-Distribution Generalization | —Unverified | 0 |
| Application of Zone Method based Physics-Informed Neural Networks in Reheating Furnaces | Aug 30, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| Graph Out-of-Distribution Generalization with Controllable Data Augmentation | Aug 16, 2023 | Data AugmentationGraph Classification | —Unverified | 0 |
| Frustratingly Easy Model Generalization by Dummy Risk Minimization | Aug 4, 2023 | modelOut-of-Distribution Generalization | —Unverified | 0 |
| Topology-aware Robust Optimization for Out-of-distribution Generalization | Jul 26, 2023 | Out-of-Distribution GeneralizationSemantic Segmentation | CodeCode Available | 0 |
| Phase Matching for Out-of-Distribution Generalization | Jul 24, 2023 | Contrastive LearningDomain Generalization | —Unverified | 0 |
| An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration | Jul 17, 2023 | GPUMemorization | CodeCode Available | 0 |
| Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems | Jul 17, 2023 | Out-of-Distribution GeneralizationTransfer Learning | —Unverified | 0 |
| Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning | Jul 10, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Continual Learning for Out-of-Distribution Pedestrian Detection | Jun 26, 2023 | Continual Learningobject-detection | CodeCode Available | 0 |
| Open Problem: Learning with Variational Objectives on Measures | Jun 20, 2023 | Out-of-Distribution GeneralizationWeakly-supervised Learning | —Unverified | 0 |
| Simple and Fast Group Robustness by Automatic Feature Reweighting | Jun 19, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| Studying Generalization on Memory-Based Methods in Continual Learning | Jun 16, 2023 | Continual LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy | Jun 15, 2023 | Out-of-Distribution GeneralizationStyle Transfer | —Unverified | 0 |
| 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 |
| Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization | Jun 13, 2023 | Data AugmentationOut-of-Distribution Generalization | —Unverified | 0 |
| Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization | Jun 5, 2023 | DiversityDomain Generalization | —Unverified | 0 |
| Advancing African-Accented Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models | Jun 3, 2023 | Accented Speech RecognitionActive Learning | CodeCode Available | 0 |
| TransRUPNet for Improved Polyp Segmentation | Jun 3, 2023 | DecoderOut-of-Distribution Generalization | CodeCode Available | 0 |
| The Tunnel Effect: Building Data Representations in Deep Neural Networks | May 31, 2023 | Continual Learningimage-classification | —Unverified | 0 |
| Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization | May 28, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 |