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| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | May 13, 2019 | Domain GeneralizationImage Captioning | CodeCode Available | 1 |
| ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness | Nov 29, 2018 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| mixup: Beyond Empirical Risk Minimization | Oct 25, 2017 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| Improved Regularization of Convolutional Neural Networks with Cutout | Aug 15, 2017 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Adversarial Training: Enhancing Out-of-Distribution Generalization for Learning Wireless Resource Allocation | Jun 26, 2025 | Out-of-Distribution Generalization | —Unverified | 0 |
| Exploring Graph-Transformer Out-of-Distribution Generalization Abilities | Jun 25, 2025 | Domain GeneralizationGraph Learning | —Unverified | 0 |
| Balanced Hyperbolic Embeddings Are Natural Out-of-Distribution Detectors | Jun 11, 2025 | Out-of-Distribution Generalization | —Unverified | 0 |
| Reinforce LLM Reasoning through Multi-Agent Reflection | Jun 10, 2025 | MathOut-of-Distribution Generalization | —Unverified | 0 |
| NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis | Jun 10, 2025 | Computational EfficiencyOut-of-Distribution Generalization | —Unverified | 0 |
