| Discovering environments with XRM | Sep 28, 2023 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| 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 |
| UnIVAL: Unified Model for Image, Video, Audio and Language Tasks | Jul 30, 2023 | Out-of-Distribution Generalization | CodeCode Available | 2 |
| PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization | Jul 27, 2023 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| 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 |
| FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation | Jul 20, 2023 | Federated Learningimage-classification | CodeCode Available | 1 |
| Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems | Jul 17, 2023 | Out-of-Distribution GeneralizationTransfer Learning | —Unverified | 0 |
| An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration | Jul 17, 2023 | GPUMemorization | CodeCode Available | 0 |
| RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization | Jul 15, 2023 | Out-of-Distribution Generalizationreinforcement-learning | CodeCode Available | 1 |
| Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning | Jul 10, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Distilling Large Vision-Language Model with Out-of-Distribution Generalizability | Jul 6, 2023 | Few-Shot Image ClassificationImage Classification | CodeCode Available | 1 |
| Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection | Jun 28, 2023 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization | Jun 28, 2023 | Graph LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| 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 |
| Geometric Deep Learning for Structure-Based Drug Design: A Survey | Jun 20, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| 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 |
