| Towards Robust Out-of-Distribution Generalization: Data Augmentation and Neural Architecture Search Approaches | Oct 25, 2024 | Data AugmentationNeural Architecture Search | —Unverified | 0 | 0 |
| Towards Robust Waveform-Based Acoustic Models | Oct 16, 2021 | Data AugmentationInductive Bias | —Unverified | 0 | 0 |
| Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization | Dec 6, 2024 | Domain AdaptationOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| Towards Universal Learning-based Model for Cardiac Image Reconstruction: Summary of the CMRxRecon2024 Challenge | Mar 5, 2025 | BenchmarkingImage Reconstruction | —Unverified | 0 | 0 |
| Transferability of Compositionality | Jan 1, 2021 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| Transfer Learning Beyond Bounded Density Ratios | Mar 18, 2024 | In-Context LearningOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| Transformers are Meta-Reinforcement Learners | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms | May 22, 2025 | Adversarial AttackBenchmarking | —Unverified | 0 | 0 |
| Trustworthy Machine Learning | Oct 12, 2023 | Out-of-Distribution GeneralizationUncertainty Quantification | —Unverified | 0 | 0 |
| Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization | Oct 10, 2023 | AttributeNatural Language Inference | —Unverified | 0 | 0 |
| Unshuffling Data for Improved Generalization | Feb 27, 2020 | ClusteringData Augmentation | —Unverified | 0 | 0 |
| Unshuffling Data for Improved Generalization in Visual Question Answering | Jan 1, 2021 | Out-of-Distribution GeneralizationQuestion Answering | —Unverified | 0 | 0 |
| Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems | Oct 7, 2022 | Language ModellingOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement | Oct 11, 2022 | GPUNavigate | —Unverified | 0 | 0 |
| Vision-Based Manipulators Need to Also See from Their Hands | Mar 15, 2022 | Out-of-Distribution Generalization | —Unverified | 0 | 0 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision | Feb 16, 2022 | Action ClassificationAction Recognition | —Unverified | 0 | 0 |