| The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only | Jun 1, 2023 | Zero-shot Generalization | CodeCode Available | 1 |
| Subequivariant Graph Reinforcement Learning in 3D Environments | May 30, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models | May 29, 2023 | Image CaptioningImage Classification | CodeCode Available | 1 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 |
| Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models | May 24, 2023 | Mixture-of-ExpertsZero-shot Generalization | —Unverified | 0 |
| Prompting Language-Informed Distribution for Compositional Zero-Shot Learning | May 23, 2023 | Compositional Zero-Shot LearningInformativeness | CodeCode Available | 1 |
| Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling | May 23, 2023 | Zero-shot Generalization | —Unverified | 0 |
| Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers | May 21, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 |
| Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs | May 19, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Segment Any Anomaly without Training via Hybrid Prompt Regularization | May 18, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |
| One-Prompt to Segment All Medical Images | May 17, 2023 | AllImage Segmentation | CodeCode Available | 1 |
| MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition | May 12, 2023 | Action RecognitionEgocentric Activity Recognition | CodeCode Available | 0 |
| Heterogeneous Social Value Orientation Leads to Meaningful Diversity in Sequential Social Dilemmas | May 1, 2023 | DiversityZero-shot Generalization | —Unverified | 0 |
| SAM on Medical Images: A Comprehensive Study on Three Prompt Modes | Apr 28, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective | Apr 28, 2023 | Semantic SegmentationZero-shot Generalization | —Unverified | 0 |
| LLM+P: Empowering Large Language Models with Optimal Planning Proficiency | Apr 22, 2023 | Zero-shot Generalization | CodeCode Available | 2 |
| Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents | Apr 19, 2023 | Information RetrievalPassage Ranking | CodeCode Available | 2 |
| From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning | Apr 17, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 |
| Deep learning universal crater detection using Segment Anything Model (SAM) | Apr 16, 2023 | Deep LearningZero-shot Generalization | —Unverified | 0 |
| Improving Diffusion Models for Scene Text Editing with Dual Encoders | Apr 12, 2023 | Scene Text EditingStyle Transfer | CodeCode Available | 1 |
| Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting | Apr 6, 2023 | Action RecognitionPrompt Learning | CodeCode Available | 1 |
| Towards Open-Vocabulary Video Instance Segmentation | Apr 4, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
