| Training Plug-n-Play Knowledge Modules with Deep Context Distillation | Mar 11, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Transfer Learning Beyond Bounded Density Ratios | Mar 18, 2024 | In-Context LearningOut-of-Distribution Generalization | —Unverified | 0 |
| 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 |
| Transformer-based Wireless Symbol Detection Over Fading Channels | Mar 20, 2025 | In-Context Learning | —Unverified | 0 |
| On Understanding Attention-Based In-Context Learning for Categorical Data | May 27, 2024 | Few-Shot Learningimage-classification | —Unverified | 0 |
| Transformer learns the cross-task prior and regularization for in-context learning | May 17, 2025 | In-Context Learning | —Unverified | 0 |
| Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training | Nov 25, 2024 | In-Context Learning | —Unverified | 0 |
| Transformers are Minimax Optimal Nonparametric In-Context Learners | Aug 22, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Transformers Are Universally Consistent | May 30, 2025 | In-Context LearningLanguage Modeling | —Unverified | 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 |
| Transformers for Supervised Online Continual Learning | Mar 3, 2024 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| Transformers generalize differently from information stored in context vs in weights | Oct 11, 2022 | In-Context Learning | —Unverified | 0 |
| Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context | Dec 11, 2023 | In-Context Learning | —Unverified | 0 |
| Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape | Feb 2, 2024 | In-Context Learning | —Unverified | 0 |
| Transformers Learn Temporal Difference Methods for In-Context Reinforcement Learning | May 22, 2024 | In-Context LearningIn-Context Reinforcement Learning | —Unverified | 0 |
| Transformers learn variable-order Markov chains in-context | Oct 7, 2024 | Data CompressionIn-Context Learning | —Unverified | 0 |
| TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives | Nov 4, 2024 | Diversityimage-classification | —Unverified | 0 |
| Trojan Detection Through Pattern Recognition for Large Language Models | Jan 20, 2025 | Causal Language ModelingIn-Context Learning | —Unverified | 0 |
| Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning | Feb 13, 2025 | ArticlesIn-Context Learning | —Unverified | 0 |
| Turbo-ICL: In-Context Learning-Based Turbo Equalization | May 9, 2025 | DecoderDiversity | —Unverified | 0 |
| Türkçe Dil Modellerinin Performans Karşılaştırması Performance Comparison of Turkish Language Models | Apr 25, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| UI Layout Generation with LLMs Guided by UI Grammar | Oct 24, 2023 | In-Context LearningLayout Generation | —Unverified | 0 |
| uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization | Aug 22, 2024 | Abstractive Text SummarizationIn-Context Learning | —Unverified | 0 |
| Uncovering Hidden Intentions: Exploring Prompt Recovery for Deeper Insights into Generated Texts | Jun 22, 2024 | In-Context Learning | —Unverified | 0 |
| Uncovering mesa-optimization algorithms in Transformers | Sep 11, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |