| PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees | Feb 13, 2023 | Federated LearningGeneralization Bounds | CodeCode Available | 1 |
| Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction | Feb 13, 2023 | Information RetrievalOut-of-Distribution Generalization | —Unverified | 0 |
| An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning | Feb 9, 2023 | ObjectOptical Character Recognition (OCR) | —Unverified | 0 |
| Domain Generalization Emerges from Dreaming | Feb 2, 2023 | Data AugmentationDomain Generalization | —Unverified | 0 |
| Generalization on the Unseen, Logic Reasoning and Degree Curriculum | Jan 30, 2023 | Out-of-Distribution Generalization | CodeCode Available | 1 |
| 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 |
| Invariant Meta Learning for Out-of-Distribution Generalization | Jan 26, 2023 | Meta-LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Causality-based Dual-Contrastive Learning Framework for Domain Generalization | Jan 22, 2023 | Contrastive LearningDiversity | —Unverified | 0 |
| 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track | Jan 12, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 0 |
| 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track | Jan 12, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 0 |
