| DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation | Oct 24, 2024 | Image RestorationPrompt Learning | CodeCode Available | 5 | 5 |
| Awesome Multi-modal Object Tracking | May 23, 2024 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 5 | 5 |
| Conditional Prompt Learning for Vision-Language Models | Mar 10, 2022 | Domain GeneralizationPrompt Engineering | CodeCode Available | 4 | 5 |
| Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models | Jul 30, 2023 | HallucinationPrompt Engineering | CodeCode Available | 4 | 5 |
| Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community | Aug 17, 2024 | Novel ConceptsObject | CodeCode Available | 3 | 5 |
| Low-Rank Few-Shot Adaptation of Vision-Language Models | May 28, 2024 | Few-Shot Learningparameter-efficient fine-tuning | CodeCode Available | 3 | 5 |
| Cascade Prompt Learning for Vision-Language Model Adaptation | Sep 26, 2024 | General Knowledgeimage-classification | CodeCode Available | 3 | 5 |
| PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection | Apr 8, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 3 | 5 |
| ATPrompt: Textual Prompt Learning with Embedded Attributes | Dec 12, 2024 | AttributeLarge Language Model | CodeCode Available | 3 | 5 |
| PromptKD: Unsupervised Prompt Distillation for Vision-Language Models | Mar 5, 2024 | Knowledge DistillationPrompt Engineering | CodeCode Available | 3 | 5 |
| ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models | Jul 31, 2024 | Domain GeneralizationPrompt Learning | CodeCode Available | 3 | 5 |
| MotionGPT: Human Motion as a Foreign Language | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt | Jan 2, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 | 5 |
| S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting | Mar 9, 2024 | Prompt LearningTime Series | CodeCode Available | 2 | 5 |
| Visual Prompt Multi-Modal Tracking | Mar 20, 2023 | Object TrackingPrompt Learning | CodeCode Available | 2 | 5 |
| Self-regulating Prompts: Foundational Model Adaptation without Forgetting | Jul 13, 2023 | Diversitymodel | CodeCode Available | 2 | 5 |
| PromptDet: Towards Open-vocabulary Detection using Uncurated Images | Mar 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model | Jun 28, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| Source-Free Domain Adaptation with Frozen Multimodal Foundation Model | Nov 27, 2023 | Domain AdaptationPrompt Learning | CodeCode Available | 2 | 5 |
| NLPrompt: Noise-Label Prompt Learning for Vision-Language Models | Dec 2, 2024 | Learning TheoryLearning with noisy labels | CodeCode Available | 2 | 5 |
| A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation | Feb 6, 2024 | Out-of-Distribution GeneralizationPrompt Learning | CodeCode Available | 2 | 5 |
| On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? | May 3, 2024 | Computational EfficiencyPrompt Learning | CodeCode Available | 2 | 5 |
| LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings | Aug 25, 2024 | Language ModellingLink Prediction | CodeCode Available | 2 | 5 |
| Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector | Mar 26, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 2 | 5 |
| CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey | Apr 19, 2025 | Computational EfficiencyDomain Adaptation | CodeCode Available | 2 | 5 |
| BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models | Nov 21, 2024 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology | Sep 14, 2024 | Inductive BiasPrognosis | CodeCode Available | 2 | 5 |
| ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement | Jul 9, 2024 | AttributeDisentanglement | CodeCode Available | 2 | 5 |
| Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy | Jan 7, 2024 | Image RestorationPrompt Learning | CodeCode Available | 2 | 5 |
| Turning a CLIP Model into a Scene Text Spotter | Aug 21, 2023 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| OpenPrompt: An Open-source Framework for Prompt-learning | Nov 3, 2021 | Prompt Learning | CodeCode Available | 2 | 5 |
| Golden Noise for Diffusion Models: A Learning Framework | Nov 14, 2024 | Prompt Learning | CodeCode Available | 2 | 5 |
| AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection | Oct 29, 2023 | Anomaly DetectionPrompt Learning | CodeCode Available | 2 | 5 |
| BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning | Aug 14, 2024 | Backdoor AttackPrompt Learning | CodeCode Available | 2 | 5 |
| Graph Prompt Learning: A Comprehensive Survey and Beyond | Nov 28, 2023 | Prompt LearningSurvey | CodeCode Available | 2 | 5 |
| FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models | May 8, 2024 | 3D Human Pose EstimationDenoising | CodeCode Available | 2 | 5 |
| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | May 29, 2022 | Few-Shot Text ClassificationMemorization | CodeCode Available | 2 | 5 |
| Global and Local Prompts Cooperation via Optimal Transport for Federated Learning | Feb 29, 2024 | Federated LearningPrompt Learning | CodeCode Available | 2 | 5 |
| Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-Resolution | Nov 19, 2024 | Image EnhancementImage Super-Resolution | CodeCode Available | 2 | 5 |
| Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation | Jul 3, 2024 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 2 | 5 |
| Learning to Prompt for Vision-Language Models | Sep 2, 2021 | Domain GeneralizationFew-shot Age Estimation | CodeCode Available | 2 | 5 |
| Learning Transferable Negative Prompts for Out-of-Distribution Detection | Apr 4, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 2 | 5 |
| Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection | Nov 29, 2024 | Prompt Learning | CodeCode Available | 2 | 5 |
| GalLoP: Learning Global and Local Prompts for Vision-Language Models | Jul 1, 2024 | DiversityDomain Generalization | CodeCode Available | 2 | 5 |
| Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition | Jul 7, 2024 | Emotion RecognitionMultimodal Sentiment Analysis | CodeCode Available | 2 | 5 |
| MVDream: Multi-view Diffusion for 3D Generation | Aug 31, 2023 | 3D GenerationPrompt Learning | CodeCode Available | 2 | 5 |
| HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling | Aug 27, 2024 | Domain GeneralizationPrompt Engineering | CodeCode Available | 2 | 5 |
| Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration | Aug 28, 2024 | AllImage Restoration | CodeCode Available | 2 | 5 |
| AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection | Oct 21, 2024 | Fake News DetectionPrompt Learning | CodeCode Available | 1 | 5 |
| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains | Nov 25, 2021 | Domain Generalizationimage-classification | CodeCode Available | 1 | 5 |