| An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning | Oct 18, 2023 | Image GenerationPrompt 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 |
| Few-Shot Adversarial Prompt Learning on Vision-Language Models | Mar 21, 2024 | Adversarial RobustnessAdversarial Text | CodeCode Available | 1 | 5 |
| Bi-directional Adapter for Multi-modal Tracking | Dec 17, 2023 | Object TrackingPrompt Learning | CodeCode Available | 1 | 5 |
| Few-shot Adaptation of Medical Vision-Language Models | Sep 5, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning | Mar 29, 2023 | Composed Image Retrieval (CoIR)Image Retrieval | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Personalized Prompt Learning for Explainable Recommendation | Feb 15, 2022 | Explainable RecommendationPrompt Learning | CodeCode Available | 1 | 5 |
| Domain Adaptation via Prompt Learning | Feb 14, 2022 | Domain AdaptationPrompt Learning | CodeCode Available | 1 | 5 |
| Domain-Controlled Prompt Learning | Sep 30, 2023 | Prompt Learning | CodeCode Available | 1 | 5 |
| Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization | Jan 29, 2024 | Language ModelingLanguage Modelling | 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 |
| Black Box Few-Shot Adaptation for Vision-Language models | Apr 4, 2023 | Contrastive LearningPrompt Learning | CodeCode Available | 1 | 5 |
| BadPrompt: Backdoor Attacks on Continuous Prompts | Nov 27, 2022 | Backdoor AttackPrompt Learning | CodeCode Available | 1 | 5 |
| PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains | Feb 24, 2021 | Domain AdaptationLanguage Modelling | CodeCode Available | 1 | 5 |
| Prompt-In-Prompt Learning for Universal Image Restoration | Dec 8, 2023 | DeblurringDenoising | 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 |
| Image Re-Identification: Where Self-supervision Meets Vision-Language Learning | Jul 30, 2024 | Prompt Learning | 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 |
| Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing | Sep 27, 2023 | Prompt LearningText-based Image Editing | CodeCode Available | 1 | 5 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | 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 |
| PLOT: Prompt Learning with Optimal Transport for Vision-Language Models | Oct 3, 2022 | Prompt Learning | CodeCode Available | 1 | 5 |
| PromptNER: Prompt Locating and Typing for Named Entity Recognition | May 26, 2023 | Cross-Domain Few-ShotEntity Typing | CodeCode Available | 1 | 5 |
| OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation | Jun 12, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
| Efficient Motion Prompt Learning for Robust Visual Tracking | May 22, 2025 | DecoderPrompt Learning | CodeCode Available | 1 | 5 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | 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 |
| Parameter-efficient Prompt Learning for 3D Point Cloud Understanding | Feb 24, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 1 | 5 |
| ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration | Jun 23, 2023 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| A Prompt Learning Framework for Source Code Summarization | Dec 26, 2023 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection | Dec 23, 2024 | Anomaly DetectionPrompt Learning | 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 |
| 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 |
| Large Language Models are Good Prompt Learners for Low-Shot Image Classification | Dec 7, 2023 | ClassificationFew-Shot Image Classification | 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 |
| Federated Few-Shot Learning for Mobile NLP | Dec 12, 2022 | Few-Shot LearningPrivacy Preserving | 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 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Clinical Prompt Learning with Frozen Language Models | May 11, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification | Jun 6, 2024 | Prompt Learningtext-classification | CodeCode Available | 1 | 5 |
| Enhancing Domain Adaptation through Prompt Gradient Alignment | Jun 13, 2024 | Domain AdaptationLanguage Modeling | 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 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 | 5 |
| Open-Vocabulary Calibration for Fine-tuned CLIP | Feb 7, 2024 | parameter-efficient fine-tuningPrompt Learning | CodeCode Available | 1 | 5 |
| LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning | Jun 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 | 5 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Plum: Prompt Learning using Metaheuristic | Nov 14, 2023 | Image GenerationPrompt Learning | CodeCode Available | 1 | 5 |
| Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data | Jan 22, 2023 | Federated LearningPrompt Learning | CodeCode Available | 1 | 5 |
