| Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs | Dec 3, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding | Dec 3, 2024 | In-Context LearningVideo Understanding | CodeCode Available | 1 |
| A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis | Dec 3, 2024 | Aspect-Based Sentiment AnalysisIn-Context Learning | —Unverified | 0 |
| X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models | Dec 2, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 2 |
| RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks | Dec 2, 2024 | energy managementIn-Context Learning | —Unverified | 0 |
| Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation | Dec 2, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different Scenes | Dec 2, 2024 | In-Context LearningVideo Segmentation | CodeCode Available | 3 |
| CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search | Dec 2, 2024 | In-Context LearningReading Comprehension | —Unverified | 0 |
| Competition Dynamics Shape Algorithmic Phases of In-Context Learning | Dec 1, 2024 | In-Context Learning | CodeCode Available | 0 |
| Table Integration in Data Lakes Unleashed: Pairwise Integrability Judgment, Integrable Set Discovery, and Multi-Tuple Conflict Resolution | Nov 30, 2024 | Community DetectionContrastive Learning | —Unverified | 0 |