| Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition | Jul 7, 2024 | Emotion RecognitionMultimodal Sentiment Analysis | CodeCode Available | 2 |
| Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation | Jul 3, 2024 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 2 |
| GalLoP: Learning Global and Local Prompts for Vision-Language Models | Jul 1, 2024 | DiversityDomain Generalization | CodeCode Available | 2 |
| FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models | May 8, 2024 | 3D Human Pose EstimationDenoising | CodeCode Available | 2 |
| 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 |
| Learning Transferable Negative Prompts for Out-of-Distribution Detection | Apr 4, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 2 |
| S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting | Mar 9, 2024 | Prompt LearningTime Series | CodeCode Available | 2 |
| Global and Local Prompts Cooperation via Optimal Transport for Federated Learning | Feb 29, 2024 | Federated LearningPrompt Learning | CodeCode Available | 2 |
| A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation | Feb 6, 2024 | Out-of-Distribution GeneralizationPrompt Learning | CodeCode Available | 2 |
| Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy | Jan 7, 2024 | Image RestorationPrompt Learning | CodeCode Available | 2 |
| Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt | Jan 2, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| Graph Prompt Learning: A Comprehensive Survey and Beyond | Nov 28, 2023 | Prompt LearningSurvey | CodeCode Available | 2 |
| Source-Free Domain Adaptation with Frozen Multimodal Foundation Model | Nov 27, 2023 | Domain AdaptationPrompt Learning | CodeCode Available | 2 |
| AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection | Oct 29, 2023 | Anomaly DetectionPrompt Learning | CodeCode Available | 2 |
| MVDream: Multi-view Diffusion for 3D Generation | Aug 31, 2023 | 3D GenerationPrompt Learning | CodeCode Available | 2 |
| Turning a CLIP Model into a Scene Text Spotter | Aug 21, 2023 | object-detectionObject Detection | CodeCode Available | 2 |
| Self-regulating Prompts: Foundational Model Adaptation without Forgetting | Jul 13, 2023 | Diversitymodel | CodeCode Available | 2 |
| RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model | Jun 28, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| Visual Prompt Multi-Modal Tracking | Mar 20, 2023 | Object TrackingPrompt Learning | CodeCode Available | 2 |
| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | May 29, 2022 | Few-Shot Text ClassificationMemorization | CodeCode Available | 2 |
| PromptDet: Towards Open-vocabulary Detection using Uncurated Images | Mar 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| OpenPrompt: An Open-source Framework for Prompt-learning | Nov 3, 2021 | Prompt Learning | CodeCode Available | 2 |
| Learning to Prompt for Vision-Language Models | Sep 2, 2021 | Domain GeneralizationFew-shot Age Estimation | CodeCode Available | 2 |
| Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review | Jun 23, 2025 | Medical Image AnalysisPrompt Learning | CodeCode Available | 1 |
| Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages | May 29, 2025 | DiversityPrompt Learning | CodeCode Available | 1 |