| AAPL: Adding Attributes to Prompt Learning for Vision-Language Models | Apr 25, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer Aggregation | Dec 20, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection | Dec 23, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 |
| LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models | Oct 3, 2022 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| Non-Homophilic Graph Pre-Training and Prompt Learning | Aug 22, 2024 | Prompt Learning | CodeCode Available | 1 |
| Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning | May 16, 2024 | Prompt Learning | CodeCode Available | 1 |
| LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP | Apr 2, 2024 | Prompt Learning | CodeCode Available | 1 |
| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning | Mar 29, 2023 | Composed Image Retrieval (CoIR)Image Retrieval | CodeCode Available | 1 |
| Bi-directional Adapter for Multi-modal Tracking | Dec 17, 2023 | Object TrackingPrompt Learning | CodeCode Available | 1 |
| DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation | Oct 18, 2022 | AttributeDiversity | CodeCode Available | 1 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Consistency-guided Prompt Learning for Vision-Language Models | Jun 1, 2023 | Domain GeneralizationFew-Shot 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 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | CodeCode Available | 1 |
| Harmonizing Generalization and Personalization in Federated Prompt Learning | May 16, 2024 | Federated LearningPrompt Learning | CodeCode Available | 1 |
| Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays | May 20, 2024 | Anomaly DetectionPosition | CodeCode Available | 1 |
| Progressive Visual Prompt Learning with Contrastive Feature Re-formation | Apr 17, 2023 | Prompt Learning | CodeCode Available | 1 |
| GraphPro: Graph Pre-training and Prompt Learning for Recommendation | Nov 28, 2023 | Prompt Learning | CodeCode Available | 1 |
| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains | Nov 25, 2021 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection | Nov 26, 2023 | Few-Shot LearningOut-of-Distribution Detection | CodeCode Available | 1 |
| GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection | Nov 9, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection | Oct 21, 2024 | Fake News DetectionPrompt Learning | CodeCode Available | 1 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | CodeCode Available | 1 |
| Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data | Jan 22, 2023 | Federated LearningPrompt Learning | CodeCode Available | 1 |
| Prompt Generation Networks for Input-Space Adaptation of Frozen Vision Transformers | Oct 12, 2022 | Prompt LearningTransfer Learning | CodeCode Available | 1 |
| Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection | Jun 25, 2024 | BenchmarkingPrompt Learning | CodeCode Available | 1 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 |
| Image Re-Identification: Where Self-supervision Meets Vision-Language Learning | Jul 30, 2024 | Prompt Learning | CodeCode Available | 1 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Deep Correlated Prompting for Visual Recognition with Missing Modalities | Oct 9, 2024 | Prompt Learning | CodeCode Available | 1 |
| Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages | May 29, 2025 | DiversityPrompt Learning | CodeCode Available | 1 |
| An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning | Oct 18, 2023 | Image GenerationPrompt Learning | CodeCode Available | 1 |
| Few-Shot Adversarial Prompt Learning on Vision-Language Models | Mar 21, 2024 | Adversarial RobustnessAdversarial Text | CodeCode Available | 1 |
| Federated Few-Shot Learning for Mobile NLP | Dec 12, 2022 | Few-Shot LearningPrivacy Preserving | CodeCode Available | 1 |
| Few-shot Adaptation of Medical Vision-Language Models | Sep 5, 2024 | Prompt Learning | CodeCode Available | 1 |
| 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 |
| Enhancing Domain Adaptation through Prompt Gradient Alignment | Jun 13, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| BadPrompt: Backdoor Attacks on Continuous Prompts | Nov 27, 2022 | Backdoor AttackPrompt Learning | CodeCode Available | 1 |
| Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection | Oct 14, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 |
| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | 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 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 |
| 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 |
| Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration | Apr 14, 2025 | AllImage Restoration | CodeCode Available | 1 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 |
| Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning | May 29, 2023 | Prompt LearningReinforcement Learning (RL) | 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 |
| Domain-Controlled Prompt Learning | Sep 30, 2023 | Prompt Learning | CodeCode Available | 1 |
