| Fundamental Components of Deep Learning: A category-theoretic approach | Mar 13, 2024 | Deep LearningDescriptive | CodeCode Available | 5 |
| SymbolicAI: A framework for logic-based approaches combining generative models and solvers | Feb 1, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 5 |
| Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities | Feb 2, 2024 | Acoustic Scene ClassificationAudio captioning | CodeCode Available | 5 |
| TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second | Jul 5, 2022 | AutoMLBayesian Inference | CodeCode Available | 5 |
| Long-context LLMs Struggle with Long In-context Learning | Apr 2, 2024 | 2kIn-Context Learning | CodeCode Available | 5 |
| SegGPT: Segmenting Everything In Context | Apr 6, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | CodeCode Available | 4 |
| InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning | Feb 9, 2024 | Data AugmentationGSM8K | CodeCode Available | 4 |
| MIMIC-IT: Multi-Modal In-Context Instruction Tuning | Jun 8, 2023 | In-Context LearningVisual Question Answering | CodeCode Available | 4 |
| Otter: A Multi-Modal Model with In-Context Instruction Tuning | May 5, 2023 | GPUIn-Context Learning | CodeCode Available | 4 |
| AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining | Aug 10, 2023 | Audio GenerationIn-Context Learning | CodeCode Available | 4 |
