| Efficient Motion Prompt Learning for Robust Visual Tracking | May 22, 2025 | DecoderPrompt Learning | CodeCode Available | 1 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 |
| MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems | Apr 15, 2025 | Prompt LearningRecommendation Systems | CodeCode Available | 1 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration | Apr 14, 2025 | AllImage Restoration | CodeCode Available | 1 |
| FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning | Mar 28, 2025 | Federated LearningPrompt 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 |
| Probabilistic Prompt Distribution Learning for Animal Pose Estimation | Mar 20, 2025 | Animal Pose EstimationDiversity | CodeCode Available | 1 |
| Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification | Mar 13, 2025 | ClusteringDiversity | CodeCode Available | 1 |
| Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal | Mar 12, 2025 | Image RestorationPrompt Learning | CodeCode Available | 1 |
| MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification | Feb 11, 2025 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising | Feb 10, 2025 | DenoisingImage Denoising | CodeCode Available | 1 |
| Low-rank Prompt Interaction for Continual Vision-Language Retrieval | Jan 24, 2025 | Continual LearningContrastive Learning | CodeCode Available | 1 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 |
| Task-Aware Clustering for Prompting Vision-Language Models | Jan 1, 2025 | ClusteringDomain Generalization | CodeCode Available | 1 |
| Visual Style Prompt Learning Using Diffusion Models for Blind Face Restoration | Dec 30, 2024 | Blind Face RestorationPrompt Learning | CodeCode Available | 1 |
| Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection | Dec 23, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 |
| Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer Aggregation | Dec 20, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion | Dec 15, 2024 | DiagnosticDisentanglement | CodeCode Available | 1 |
| Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attacks on Breast Ultrasound Images | Dec 13, 2024 | Prompt Learning | 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 |
| TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning | Dec 11, 2024 | Prompt Learning | CodeCode Available | 1 |
| PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation | Nov 24, 2024 | Image RestorationLanguage Modeling | CodeCode Available | 1 |
| UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning | Nov 19, 2024 | ImputationMulti-Task Learning | CodeCode Available | 1 |
| GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection | Nov 9, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Not Just Object, But State: Compositional Incremental Learning without Forgetting | Nov 4, 2024 | DiversityIncremental 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 |
| Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis | Oct 27, 2024 | Domain GeneralizationGeneral Knowledge | CodeCode Available | 1 |
| AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection | Oct 21, 2024 | Fake News DetectionPrompt Learning | CodeCode Available | 1 |
| IPO: Interpretable Prompt Optimization for Vision-Language Models | Oct 20, 2024 | Prompt LearningSpecificity | CodeCode Available | 1 |
| Tree of Attributes Prompt Learning for Vision-Language Models | Oct 15, 2024 | AttributeKnowledge Graphs | CodeCode Available | 1 |
| Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach | Oct 14, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection | Oct 14, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 |
| Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models | Oct 14, 2024 | Federated LearningMixture-of-Experts | CodeCode Available | 1 |
| Deep Correlated Prompting for Visual Recognition with Missing Modalities | Oct 9, 2024 | Prompt Learning | CodeCode Available | 1 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method | Sep 29, 2024 | Federated LearningLearning Theory | CodeCode Available | 1 |
| Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts | Sep 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Few-shot Adaptation of Medical Vision-Language Models | Sep 5, 2024 | Prompt Learning | CodeCode Available | 1 |
| Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models | Sep 3, 2024 | Image RestorationLanguage Modeling | CodeCode Available | 1 |
| Aligning Medical Images with General Knowledge from Large Language Models | Aug 31, 2024 | General KnowledgeMedical Image Analysis | CodeCode Available | 1 |
| PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning | Aug 29, 2024 | Medical Image AnalysisPrompt Learning | CodeCode Available | 1 |
| Non-Homophilic Graph Pre-Training and Prompt Learning | Aug 22, 2024 | Prompt Learning | CodeCode Available | 1 |
| Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration | Aug 17, 2024 | Image RestorationPrompt 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 |
| Image Re-Identification: Where Self-supervision Meets Vision-Language Learning | Jul 30, 2024 | Prompt Learning | CodeCode Available | 1 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
| 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 |
| Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection | Jun 25, 2024 | BenchmarkingPrompt Learning | CodeCode Available | 1 |