| Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation | Nov 5, 2024 | Fault DetectionIn-Context Learning | —Unverified | 0 | 0 |
| Transformer-based Wireless Symbol Detection Over Fading Channels | Mar 20, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| On Understanding Attention-Based In-Context Learning for Categorical Data | May 27, 2024 | Few-Shot Learningimage-classification | —Unverified | 0 | 0 |
| Transformer learns the cross-task prior and regularization for in-context learning | May 17, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training | Nov 25, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| Transformers are Minimax Optimal Nonparametric In-Context Learners | Aug 22, 2024 | DiversityIn-Context Learning | —Unverified | 0 | 0 |
| Transformers Are Universally Consistent | May 30, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models | Oct 13, 2024 | In-Context LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Transformers for Supervised Online Continual Learning | Mar 3, 2024 | Continual LearningFew-Shot Learning | —Unverified | 0 | 0 |
| Transformers generalize differently from information stored in context vs in weights | Oct 11, 2022 | In-Context Learning | —Unverified | 0 | 0 |
