| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Graph Structure Prompt Learning: A Novel Methodology to Improve Performance of Graph Neural Networks | Jul 16, 2024 | Graph ClassificationNode Classification | —Unverified | 0 |
| Reasoning with Large Language Models, a Survey | Jul 16, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification | Jul 15, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning | Jul 14, 2024 | Continual LearningIncremental Learning | —Unverified | 0 |
| 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 |
| Heterogeneous Subgraph Network with Prompt Learning for Interpretable Depression Detection on Social Media | Jul 12, 2024 | Contrastive LearningDepression Detection | —Unverified | 0 |
| Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization | Jul 11, 2024 | Data AugmentationDomain Generalization | —Unverified | 0 |
| Tuning Vision-Language Models with Candidate Labels by Prompt Alignment | Jul 10, 2024 | Prompt Learning | —Unverified | 0 |
| ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement | Jul 9, 2024 | AttributeDisentanglement | CodeCode Available | 2 |
| Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition | Jul 7, 2024 | Emotion RecognitionMultimodal Sentiment Analysis | CodeCode Available | 2 |
| Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning | Jul 5, 2024 | AllImage Retrieval | CodeCode Available | 0 |
| Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model | Jul 5, 2024 | Image AugmentationLanguage Modeling | —Unverified | 0 |
| EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation | Jul 4, 2024 | Bilevel OptimizationDomain Adaptation | —Unverified | 0 |
| 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 |
| Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision Boundary | Jun 26, 2024 | Few Shot Open Set Object Detectionobject-detection | CodeCode Available | 0 |
| Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection | Jun 25, 2024 | BenchmarkingPrompt Learning | CodeCode Available | 1 |
| Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment | Jun 24, 2024 | Image Quality AssessmentPrompt Learning | CodeCode Available | 0 |
| DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection | Jun 21, 2024 | Class-agnostic Object DetectionMulti-object discovery | CodeCode Available | 1 |
| TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems | Jun 21, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach | Jun 19, 2024 | Discrete Choice ModelsLanguage Modeling | —Unverified | 0 |
| Enhancing Visible-Infrared Person Re-identification with Modality- and Instance-aware Visual Prompt Learning | Jun 18, 2024 | Person Re-IdentificationPrompt Learning | —Unverified | 0 |
| GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation | Jun 18, 2024 | Contrastive LearningObject | —Unverified | 0 |
| COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection | Jun 16, 2024 | Fake News DetectionFew-Shot Learning | —Unverified | 0 |