| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains | Nov 25, 2021 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning | Mar 28, 2025 | Federated LearningPrompt Learning | CodeCode Available | 1 |
| A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning | Feb 2, 2024 | Few-Shot LearningGraph Representation Learning | CodeCode Available | 1 |
| Exploring Conditional Multi-Modal Prompts for Zero-shot HOI Detection | Aug 5, 2024 | Human-Object Interaction DetectionPrompt Learning | CodeCode Available | 1 |
| Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection | Oct 14, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 |
| Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages | May 29, 2025 | DiversityPrompt Learning | CodeCode Available | 1 |
| GraphPro: Graph Pre-training and Prompt Learning for Recommendation | Nov 28, 2023 | Prompt Learning | CodeCode Available | 1 |
| Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method | Sep 29, 2024 | Federated LearningLearning Theory | CodeCode Available | 1 |
| Federated Few-Shot Learning for Mobile NLP | Dec 12, 2022 | Few-Shot LearningPrivacy Preserving | CodeCode Available | 1 |
| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 |
| AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection | Oct 21, 2024 | Fake News DetectionPrompt Learning | CodeCode Available | 1 |
| Black Box Few-Shot Adaptation for Vision-Language models | Apr 4, 2023 | Contrastive LearningPrompt Learning | CodeCode Available | 1 |
| EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection | Oct 31, 2024 | Human-Object Interaction DetectionLarge Language Model | CodeCode Available | 1 |
| Few-shot Adaptation of Medical Vision-Language Models | Sep 5, 2024 | Prompt Learning | CodeCode Available | 1 |
| Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations | Mar 24, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 1 |
| Active Prompt Learning in Vision Language Models | Nov 18, 2023 | Active LearningPrompt Learning | CodeCode Available | 1 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 |
| Black-box Prompt Learning for Pre-trained Language Models | Jan 21, 2022 | Prompt Learningtext-classification | CodeCode Available | 1 |
| Aligning Medical Images with General Knowledge from Large Language Models | Aug 31, 2024 | General KnowledgeMedical Image Analysis | CodeCode Available | 1 |
| CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning | Dec 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Enhancing Domain Adaptation through Prompt Gradient Alignment | Jun 13, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Few-Shot Adversarial Prompt Learning on Vision-Language Models | Mar 21, 2024 | Adversarial RobustnessAdversarial Text | CodeCode Available | 1 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | CodeCode Available | 1 |
| Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing | Sep 27, 2023 | Prompt LearningText-based Image Editing | CodeCode Available | 1 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
