| Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning | Aug 28, 2023 | Prompt LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 | 5 |
| Few-shot Adaptation of Medical Vision-Language Models | Sep 5, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| Exploring Conditional Multi-Modal Prompts for Zero-shot HOI Detection | Aug 5, 2024 | Human-Object Interaction DetectionPrompt Learning | CodeCode Available | 1 | 5 |
| LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification | Jun 6, 2024 | Prompt Learningtext-classification | CodeCode Available | 1 | 5 |
| Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models | Dec 11, 2023 | Prompt EngineeringPrompt Learning | CodeCode Available | 1 | 5 |
| Federated Few-Shot Learning for Mobile NLP | Dec 12, 2022 | Few-Shot LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method | Sep 29, 2024 | Federated LearningLearning Theory | CodeCode Available | 1 | 5 |
| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains | Nov 25, 2021 | Domain Generalizationimage-classification | CodeCode Available | 1 | 5 |
| AD-CLIP: Adapting Domains in Prompt Space Using CLIP | Aug 10, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection | Oct 21, 2024 | Fake News DetectionPrompt Learning | CodeCode Available | 1 | 5 |
| Few-Shot Adversarial Prompt Learning on Vision-Language Models | Mar 21, 2024 | Adversarial RobustnessAdversarial Text | CodeCode Available | 1 | 5 |
| Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning | May 16, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| Large Language Models are Good Prompt Learners for Low-Shot Image Classification | Dec 7, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning Domain Invariant Prompt for Vision-Language Models | Dec 8, 2022 | Domain GeneralizationLanguage Modelling | CodeCode Available | 1 | 5 |
| LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models | Oct 3, 2022 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| Enhancing Domain Adaptation through Prompt Gradient Alignment | Jun 13, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 | 5 |
| LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data | Aug 31, 2022 | Image-to-Image TranslationPrompt Learning | CodeCode Available | 1 | 5 |
| FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning | Mar 28, 2025 | Federated LearningPrompt Learning | CodeCode Available | 1 | 5 |
| Aligning Medical Images with General Knowledge from Large Language Models | Aug 31, 2024 | General KnowledgeMedical Image Analysis | CodeCode Available | 1 | 5 |
| Clinical Prompt Learning with Frozen Language Models | May 11, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| LAMM: Label Alignment for Multi-Modal Prompt Learning | Dec 13, 2023 | Continual LearningPrompt Learning | CodeCode Available | 1 | 5 |
| LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models | Jul 12, 2024 | Image GenerationOut of Distribution (OOD) Detection | CodeCode Available | 1 | 5 |
| Efficient Motion Prompt Learning for Robust Visual Tracking | May 22, 2025 | DecoderPrompt Learning | CodeCode Available | 1 | 5 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | CodeCode Available | 1 | 5 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | CodeCode Available | 1 | 5 |
| A Prompt Learning Framework for Source Code Summarization | Dec 26, 2023 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 | 5 |
| CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning | Dec 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Domain-Controlled Prompt Learning | Sep 30, 2023 | Prompt Learning | CodeCode Available | 1 | 5 |
| Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing | Sep 27, 2023 | Prompt LearningText-based Image Editing | CodeCode Available | 1 | 5 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 | 5 |
| APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP | Apr 12, 2023 | Domain GeneralizationPrompt Learning | CodeCode Available | 1 | 5 |
| ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection | Nov 26, 2023 | Few-Shot LearningOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation | Oct 18, 2022 | AttributeDiversity | CodeCode Available | 1 | 5 |
| APoLLo: Unified Adapter and Prompt Learning for Vision Language Models | Dec 4, 2023 | Prompt Learning | CodeCode Available | 1 | 5 |
| Image Re-Identification: Where Self-supervision Meets Vision-Language Learning | Jul 30, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| Black-box Prompt Learning for Pre-trained Language Models | Jan 21, 2022 | Prompt Learningtext-classification | CodeCode Available | 1 | 5 |
| Black Box Few-Shot Adaptation for Vision-Language models | Apr 4, 2023 | Contrastive LearningPrompt Learning | CodeCode Available | 1 | 5 |
| DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection | Jun 21, 2024 | Class-agnostic Object DetectionMulti-object discovery | CodeCode Available | 1 | 5 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 | 5 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 | 5 |
| Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning | Jun 6, 2024 | AttributeLanguage Modelling | CodeCode Available | 1 | 5 |
| Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning | May 29, 2023 | Prompt LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| AAPL: Adding Attributes to Prompt Learning for Vision-Language Models | Apr 25, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 1 | 5 |
| Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations | Mar 24, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 1 | 5 |
| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 | 5 |
| Active Prompt Learning in Vision Language Models | Nov 18, 2023 | Active LearningPrompt Learning | CodeCode Available | 1 | 5 |
| Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners | May 18, 2023 | Image GenerationImage-text matching | CodeCode Available | 1 | 5 |
