| Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer Aggregation | Dec 20, 2024 | DenoisingImage Denoising | 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 |
| 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 |
| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning | Mar 29, 2023 | Composed Image Retrieval (CoIR)Image Retrieval | CodeCode Available | 1 | 5 |
| Plum: Prompt Learning using Metaheuristic | Nov 14, 2023 | Image GenerationPrompt Learning | CodeCode Available | 1 | 5 |
| Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks | Dec 25, 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 |
| ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection | Nov 26, 2023 | Few-Shot LearningOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Bi-directional Adapter for Multi-modal Tracking | Dec 17, 2023 | Object TrackingPrompt Learning | CodeCode Available | 1 | 5 |
| MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification | Feb 11, 2025 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models | Oct 14, 2024 | Federated LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| Consistency-guided Prompt Learning for Vision-Language Models | Jun 1, 2023 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification | Mar 13, 2025 | ClusteringDiversity | CodeCode Available | 1 | 5 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | CodeCode Available | 1 | 5 |
| LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP | Apr 2, 2024 | Prompt 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 |
| IPO: Interpretable Prompt Optimization for Vision-Language Models | Oct 20, 2024 | Prompt LearningSpecificity | CodeCode Available | 1 | 5 |
| Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior | Jan 9, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 1 | 5 |
| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains | Nov 25, 2021 | Domain Generalizationimage-classification | 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 |
| 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 |
| 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 |
| LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data | Aug 31, 2022 | Image-to-Image TranslationPrompt Learning | CodeCode Available | 1 | 5 |
| Learning Domain Invariant Prompt for Vision-Language Models | Dec 8, 2022 | Domain GeneralizationLanguage 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 |
| Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection | Jun 25, 2024 | BenchmarkingPrompt Learning | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| MaPLe: Multi-modal Prompt Learning | Oct 6, 2022 | Prompt EngineeringPrompt Learning | CodeCode Available | 1 | 5 |
| 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 |
| Deep Correlated Prompting for Visual Recognition with Missing Modalities | Oct 9, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 | 5 |
| 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 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | 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 |
| Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning | Jun 6, 2024 | AttributeLanguage Modelling | CodeCode Available | 1 | 5 |
| BadPrompt: Backdoor Attacks on Continuous Prompts | Nov 27, 2022 | Backdoor AttackPrompt Learning | CodeCode Available | 1 | 5 |
| Domain Adaptation via Prompt Learning | Feb 14, 2022 | Domain AdaptationPrompt Learning | CodeCode Available | 1 | 5 |
| Efficient Motion Prompt Learning for Robust Visual Tracking | May 22, 2025 | DecoderPrompt Learning | CodeCode Available | 1 | 5 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot 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 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 | 5 |
| DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation | Oct 18, 2022 | AttributeDiversity | CodeCode Available | 1 | 5 |
| Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models | Nov 7, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration | Apr 14, 2025 | AllImage Restoration | CodeCode Available | 1 | 5 |
| Enhancing Domain Adaptation through Prompt Gradient Alignment | Jun 13, 2024 | Domain AdaptationLanguage Modeling | 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 |
| Low-rank Prompt Interaction for Continual Vision-Language Retrieval | Jan 24, 2025 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| Domain-Controlled Prompt Learning | Sep 30, 2023 | Prompt Learning | CodeCode Available | 1 | 5 |
