| VFA: Vision Frequency Analysis of Foundation Models and Human | Sep 9, 2024 | Models AlignmentOut-of-Distribution Generalization | CodeCode Available | 0 |
| Trained Models Tell Us How to Make Them Robust to Spurious Correlation without Group Annotation | Oct 7, 2024 | FairnessModel Selection | CodeCode Available | 0 |
| Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift | Jul 25, 2024 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 0 |
| Empirical Study on Optimizer Selection for Out-of-Distribution Generalization | Nov 15, 2022 | Out-of-Distribution Generalizationtext-classification | CodeCode Available | 0 |
| 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track | Jan 12, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 0 |
| DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization | Feb 18, 2025 | Contrastive LearningOut-of-Distribution Generalization | CodeCode Available | 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 |
| Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models | Feb 10, 2021 | Inductive BiasMultivariate Time Series Forecasting | CodeCode Available | 0 |
| How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? | Sep 3, 2021 | HippocampusImage Segmentation | CodeCode Available | 0 |
| Targeted Data-driven Regularization for Out-of-Distribution Generalization | Aug 1, 2020 | Bilevel OptimizationMeta-Learning | CodeCode Available | 0 |
