| SegGPT: Segmenting Everything In Context | Apr 6, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | CodeCode Available | 4 | 5 |
| AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining | Aug 10, 2023 | Audio GenerationIn-Context Learning | CodeCode Available | 4 | 5 |
| Otter: A Multi-Modal Model with In-Context Instruction Tuning | May 5, 2023 | GPUIn-Context Learning | CodeCode Available | 4 | 5 |
| Eureka: Human-Level Reward Design via Coding Large Language Models | Oct 19, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 4 | 5 |
| MIMIC-IT: Multi-Modal In-Context Instruction Tuning | Jun 8, 2023 | In-Context LearningVisual Question Answering | CodeCode Available | 4 | 5 |
| InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning | Feb 9, 2024 | Data AugmentationGSM8K | CodeCode Available | 4 | 5 |
| A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL | Nov 13, 2024 | DiversityIn-Context Learning | CodeCode Available | 4 | 5 |
| Images Speak in Images: A Generalist Painter for In-Context Visual Learning | Dec 5, 2022 | In-Context LearningKeypoint Detection | CodeCode Available | 4 | 5 |
| VILA: On Pre-training for Visual Language Models | Dec 12, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 4 | 5 |
| Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning | May 11, 2022 | Few-Shot Text ClassificationIn-Context Learning | CodeCode Available | 4 | 5 |
| WavCraft: Audio Editing and Generation with Large Language Models | Mar 14, 2024 | In-Context Learning | CodeCode Available | 4 | 5 |
| Zero-shot forecasting of chaotic systems | Sep 24, 2024 | AttributeIn-Context Learning | CodeCode Available | 4 | 5 |
| Generative Multimodal Models are In-Context Learners | Dec 20, 2023 | In-Context LearningPersonalized Image Generation | CodeCode Available | 3 | 5 |
| Scaling Diffusion Language Models via Adaptation from Autoregressive Models | Oct 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 3 | 5 |
| AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models | Aug 29, 2023 | Anomaly DetectionIn-Context Learning | CodeCode Available | 3 | 5 |
| Fine-Tuning Language Models with Just Forward Passes | May 27, 2023 | GPUIn-Context Learning | CodeCode Available | 3 | 5 |
| AutoTimes: Autoregressive Time Series Forecasters via Large Language Models | Feb 4, 2024 | DecoderIn-Context Learning | CodeCode Available | 3 | 5 |
| Foundation Models for Music: A Survey | Aug 26, 2024 | In-Context LearningRepresentation Learning | CodeCode Available | 3 | 5 |
| The Surprising Effectiveness of Test-Time Training for Few-Shot Learning | Nov 11, 2024 | ARCFew-Shot Learning | CodeCode Available | 3 | 5 |
| OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text | Jun 12, 2024 | In-Context Learning | CodeCode Available | 3 | 5 |
| Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision | May 4, 2023 | DiversityIn-Context Learning | CodeCode Available | 3 | 5 |
| Embodied CoT Distillation From LLM To Off-the-shelf Agents | Dec 16, 2024 | Decision MakingIn-Context Learning | CodeCode Available | 3 | 5 |
| PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask | Dec 22, 2024 | In-Context LearningVirtual Try-on | CodeCode Available | 3 | 5 |
| QuRating: Selecting High-Quality Data for Training Language Models | Feb 15, 2024 | In-Context Learning | CodeCode Available | 3 | 5 |
| 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 | 5 |
