| OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP | Mar 20, 2025 | Domain GeneralizationPrompt Learning | CodeCode Available | 0 |
| Probabilistic Prompt Distribution Learning for Animal Pose Estimation | Mar 20, 2025 | Animal Pose EstimationDiversity | CodeCode Available | 1 |
| PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval | Mar 20, 2025 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 0 |
| Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models | Mar 17, 2025 | Adversarial RobustnessPrompt Learning | CodeCode Available | 0 |
| TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification | Mar 15, 2025 | Domain Generalizationimage-classification | CodeCode Available | 0 |
| Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification | Mar 13, 2025 | ClusteringDiversity | CodeCode Available | 1 |
| DP-GPL: Differentially Private Graph Prompt Learning | Mar 13, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Urban Region Representation Learning: A Flexible Approach | Mar 12, 2025 | Crime PredictionPrompt Learning | —Unverified | 0 |
| OpenVidVRD: Open-Vocabulary Video Visual Relation Detection via Prompt-Driven Semantic Space Alignment | Mar 12, 2025 | Prompt LearningRelation | —Unverified | 0 |
| Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal | Mar 12, 2025 | Image RestorationPrompt Learning | CodeCode Available | 1 |
| Modeling Variants of Prompts for Vision-Language Models | Mar 11, 2025 | Prompt EngineeringPrompt Learning | CodeCode Available | 0 |
| Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation | Mar 11, 2025 | Domain GeneralizationLanguage Modeling | CodeCode Available | 0 |
| CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model | Mar 10, 2025 | Federated LearningLanguage Modeling | —Unverified | 0 |
| XR-VLM: Cross-Relationship Modeling with Multi-part Prompts and Visual Features for Fine-Grained Recognition | Mar 10, 2025 | Fine-Grained Visual RecognitionPrompt Learning | —Unverified | 0 |
| Towards Universal Learning-based Model for Cardiac Image Reconstruction: Summary of the CMRxRecon2024 Challenge | Mar 5, 2025 | BenchmarkingImage Reconstruction | CodeCode Available | 0 |
| Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models | Mar 4, 2025 | DiagnosticPrompt Learning | —Unverified | 0 |
| Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning | Mar 3, 2025 | DiagnosticPrompt Learning | CodeCode Available | 0 |
| Diversity Covariance-Aware Prompt Learning for Vision-Language Models | Mar 3, 2025 | DiversityFew-Shot Learning | —Unverified | 0 |
| Generalizable Prompt Learning of CLIP: A Brief Overview | Mar 3, 2025 | Prompt Learning | —Unverified | 0 |
| LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection | Feb 28, 2025 | Large Language ModelPrompt Learning | —Unverified | 0 |
| AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models | Feb 25, 2025 | MarketingMisinformation | —Unverified | 0 |
| Zero-Shot Semantic Communication with Multimodal Foundation Models | Feb 25, 2025 | Prompt LearningSemantic Communication | —Unverified | 0 |
| A Similarity Paradigm Through Textual Regularization Without Forgetting | Feb 20, 2025 | Domain GeneralizationFew-Shot Learning | —Unverified | 0 |
| Modular Prompt Learning Improves Vision-Language Models | Feb 19, 2025 | Prompt Learning | CodeCode Available | 0 |
| Unlocking Multimodal Integration in EHRs: A Prompt Learning Framework for Language and Time Series Fusion | Feb 19, 2025 | Anomaly DetectionPrompt Learning | —Unverified | 0 |
| Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly Detection | Feb 16, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| CLEAR: Cluster-based Prompt Learning on Heterogeneous Graphs | Feb 13, 2025 | Graph ReconstructionNode Classification | —Unverified | 0 |
| GCoT: Chain-of-Thought Prompt Learning for Graphs | Feb 12, 2025 | Prompt Learning | —Unverified | 0 |
| 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 |
| Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering | Feb 6, 2025 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 0 |
| IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning | Feb 4, 2025 | Image ManipulationImage Manipulation Detection | —Unverified | 0 |
| CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIP | Feb 3, 2025 | Image DehazingImage Quality Assessment | CodeCode Available | 0 |
| Technical report on label-informed logit redistribution for better domain generalization in low-shot classification with foundation models | Jan 29, 2025 | Domain GeneralizationPrompt Learning | —Unverified | 0 |
| 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 |
| Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models | Jan 23, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PromptMono: Cross Prompting Attention for Self-Supervised Monocular Depth Estimation in Challenging Environments | Jan 23, 2025 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Separated Inter/Intra-Modal Fusion Prompts for Compositional Zero-Shot Learning | Jan 22, 2025 | AttributeCompositional Zero-Shot Learning | —Unverified | 0 |
| HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks | Jan 22, 2025 | Link PredictionNode Classification | —Unverified | 0 |
| TeD-Loc: Text Distillation for Weakly Supervised Object Localization | Jan 22, 2025 | ClassificationDenoising | CodeCode Available | 0 |
| fabSAM: A Farmland Boundary Delineation Method Based on the Segment Anything Model | Jan 21, 2025 | DecoderPrompt Learning | —Unverified | 0 |
| IDEA: Image Description Enhanced CLIP-Adapter | Jan 15, 2025 | Few-Shot Image Classificationimage-classification | CodeCode Available | 0 |
| BMIP: Bi-directional Modality Interaction Prompt Learning for VLM | Jan 14, 2025 | Domain GeneralizationPrompt Learning | —Unverified | 0 |
| PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation | Jan 12, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning | Jan 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Hidden Entity Detection from GitHub Leveraging Large Language Models | Jan 8, 2025 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 |
| A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models | Jan 7, 2025 | Prompt EngineeringPrompt Learning | —Unverified | 0 |
| KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration | Jan 7, 2025 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Improving GenIR Systems Based on User Feedback | Jan 6, 2025 | Continual LearningPrompt Learning | —Unverified | 0 |