| UCIP: A Universal Framework for Compressed Image Super-Resolution using Dynamic Prompt | Jul 18, 2024 | Compressed Image Super-resolutionImage Super-Resolution | —Unverified | 0 |
| 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 |
| A Unified Graph Selective Prompt Learning for Graph Neural Networks | Jun 15, 2024 | Graph Representation LearningPrompt Learning | —Unverified | 0 |
| Enhancing Domain Adaptation through Prompt Gradient Alignment | Jun 13, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation | Jun 12, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
| ProG: A Graph Prompt Learning Benchmark | Jun 8, 2024 | Prompt Learning | CodeCode Available | 0 |
| Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs | Jun 7, 2024 | Prompt Learning | —Unverified | 0 |
| REP: Resource-Efficient Prompting for Rehearsal-Free Continual Learning | Jun 7, 2024 | Continual Learningimage-classification | —Unverified | 0 |
| LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification | Jun 6, 2024 | Prompt Learningtext-classification | CodeCode Available | 1 |
| Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning | Jun 6, 2024 | AttributeLanguage Modelling | CodeCode Available | 1 |
| Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning | Jun 5, 2024 | AttributeDomain Generalization | —Unverified | 0 |
| Low-Rank Few-Shot Adaptation of Vision-Language Models | May 28, 2024 | Few-Shot Learningparameter-efficient fine-tuning | CodeCode Available | 3 |
| Cross-Context Backdoor Attacks against Graph Prompt Learning | May 28, 2024 | Backdoor AttackComputational Efficiency | CodeCode Available | 0 |
| Anonymization Prompt Learning for Facial Privacy-Preserving Text-to-Image Generation | May 27, 2024 | Face SwappingImage Generation | —Unverified | 0 |
| Enhancing Near OOD Detection in Prompt Learning: Maximum Gains, Minimal Costs | May 25, 2024 | Out of Distribution (OOD) DetectionPrompt Learning | —Unverified | 0 |
| Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark | May 24, 2024 | Backdoor AttackPrompt Learning | —Unverified | 0 |
| A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language Models | May 23, 2024 | Image ClassificationPrompt Engineering | CodeCode Available | 0 |
| Awesome Multi-modal Object Tracking | May 23, 2024 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 5 |
| Node-Time Conditional Prompt Learning In Dynamic Graphs | May 22, 2024 | Link PredictionNode Classification | —Unverified | 0 |
| What Makes Good Few-shot Examples for Vision-Language Models? | May 22, 2024 | Active LearningFew-Shot Learning | —Unverified | 0 |
| Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks | May 21, 2024 | Knowledge GraphsPrompt Learning | —Unverified | 0 |
| Prompt Learning for Generalized Vehicle Routing | May 20, 2024 | Combinatorial OptimizationPrompt Learning | CodeCode Available | 0 |
| Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays | May 20, 2024 | Anomaly DetectionPosition | CodeCode Available | 1 |
| Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement | May 19, 2024 | Image EnhancementLow-Light Image Enhancement | —Unverified | 0 |
| Revisiting the Robust Generalization of Adversarial Prompt Tuning | May 18, 2024 | Adversarial RobustnessPrompt Learning | —Unverified | 0 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | 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 |