| Multi-Perspective Data Augmentation for Few-shot Object Detection | Feb 25, 2025 | Data AugmentationFew-Shot Object Detection | CodeCode Available | 1 |
| A Closer Look at TabPFN v2: Strength, Limitation, and Extension | Feb 24, 2025 | In-Context Learning | —Unverified | 0 |
| In-context learning of evolving data streams with tabular foundational models | Feb 24, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization | Feb 24, 2025 | Generalization BoundsIn-Context Learning | —Unverified | 0 |
| Intermediate Languages Matter: Formal Choice Drives Neurosymbolic LLM Reasoning | Feb 24, 2025 | In-Context LearningLogical Reasoning | —Unverified | 0 |
| TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation | Feb 23, 2025 | In-Context LearningTabular Data Generation | CodeCode Available | 0 |
| Code Summarization Beyond Function Level | Feb 23, 2025 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 |
| The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems | Feb 23, 2025 | Decision MakingDisaster Response | CodeCode Available | 0 |
| ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models | Feb 22, 2025 | Backdoor AttackIn-Context Learning | —Unverified | 0 |
| Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming | Feb 22, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
