| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 | 5 |
| Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning | May 16, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning | Aug 29, 2024 | Medical Image AnalysisPrompt Learning | CodeCode Available | 1 | 5 |
| Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification | Oct 26, 2023 | Contrastive LearningPerson Re-Identification | CodeCode Available | 1 | 5 |
| Open-Vocabulary Calibration for Fine-tuned CLIP | Feb 7, 2024 | parameter-efficient fine-tuningPrompt Learning | CodeCode Available | 1 | 5 |
| Visual Style Prompt Learning Using Diffusion Models for Blind Face Restoration | Dec 30, 2024 | Blind Face RestorationPrompt Learning | CodeCode Available | 1 | 5 |
| Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension | Jun 25, 2023 | Event DetectionMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization | Jan 1, 2024 | Domain GeneralizationLanguage Modelling | CodeCode Available | 1 | 5 |
| Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning | Dec 2, 2022 | Domain AdaptationPrompt Learning | CodeCode Available | 1 | 5 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation | Aug 31, 2024 | Domain AdaptationMulti-target Domain Adaptation | CodeCode Available | 0 | 5 |
| Prompt Learning on Temporal Interaction Graphs | Feb 9, 2024 | Prompt LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| Prompt-Learning for Cross-Lingual Relation Extraction | Apr 20, 2023 | Prompt LearningRelation | CodeCode Available | 0 | 5 |
| GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning | Aug 22, 2023 | Domain GeneralizationPrompt Learning | CodeCode Available | 0 | 5 |
| Prompt Learning for Generalized Vehicle Routing | May 20, 2024 | Combinatorial OptimizationPrompt Learning | CodeCode Available | 0 | 5 |
| Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation | May 12, 2023 | Cross-Lingual TransferDialogue Generation | CodeCode Available | 0 | 5 |
| GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning | Nov 9, 2023 | AttributeCompositional Zero-Shot Learning | CodeCode Available | 0 | 5 |
| A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning | Apr 28, 2023 | Prompt LearningRetrieval | CodeCode Available | 0 | 5 |
| Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting | Jul 6, 2023 | Prompt Learningslot-filling | CodeCode Available | 0 | 5 |
| Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features | Oct 15, 2023 | Data Augmentationfew-shot-ner | CodeCode Available | 0 | 5 |
| PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval | Jan 1, 2025 | Contrastive LearningImage Retrieval | CodeCode Available | 0 | 5 |
| Prompt-enhanced Network for Hateful Meme Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing | Apr 23, 2025 | Domain GeneralizationPrompt Learning | CodeCode Available | 0 | 5 |
| A Two Stage Adaptation Framework for Frame Detection via Prompt Learning | Oct 1, 2022 | Domain AdaptationPrompt Learning | CodeCode Available | 0 | 5 |
| FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework | Nov 4, 2024 | Continual LearningContrastive Learning | CodeCode Available | 0 | 5 |
| Attribute-formed Class-specific Concept Space: Endowing Language Bottleneck Model with Better Interpretability and Scalability | Mar 26, 2025 | AttributePrompt Learning | CodeCode Available | 0 | 5 |
| Promoting AI Equity in Science: Generalized Domain Prompt Learning for Accessible VLM Research | May 14, 2024 | Domain AdaptationPrompt Learning | CodeCode Available | 0 | 5 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 | 5 |
| PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval | Mar 20, 2025 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 0 | 5 |
| Conditional Prototype Rectification Prompt Learning | Apr 15, 2024 | Few-Shot LearningPrompt Learning | CodeCode Available | 0 | 5 |
| PRE: Vision-Language Prompt Learning with Reparameterization Encoder | Sep 14, 2023 | Few-Shot Image ClassificationPrompt Engineering | CodeCode Available | 0 | 5 |
| Adaptive Prompt Learning with Distilled Connective Knowledge for Implicit Discourse Relation Recognition | Sep 14, 2023 | Knowledge DistillationPrompt Learning | CodeCode Available | 0 | 5 |
| PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning | Apr 27, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Federated Domain Generalization via Prompt Learning and Aggregation | Nov 15, 2024 | Domain GeneralizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning | Jan 26, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| A Survey on Prompt Tuning | Jul 8, 2025 | Computational EfficiencyMixture-of-Experts | CodeCode Available | 0 | 5 |
| GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization | Mar 26, 2025 | HallucinationPrompt Learning | CodeCode Available | 0 | 5 |
| FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection | Jul 6, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features | Jan 10, 2024 | ClassificationCode Classification | CodeCode Available | 0 | 5 |
| PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation | Jan 12, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| All in One: Multi-task Prompting for Graph Neural Networks | Jul 4, 2023 | AllMeta-Learning | CodeCode Available | 0 | 5 |
| PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning | Dec 14, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning | Jul 22, 2024 | Class Incremental LearningContinual Learning | CodeCode Available | 0 | 5 |
| Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection | Oct 29, 2022 | Alzheimer's Disease DetectionLanguage Modelling | CodeCode Available | 0 | 5 |
| PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition | Mar 21, 2025 | Dynamic Facial Expression RecognitionFacial Expression Recognition | CodeCode Available | 0 | 5 |
| PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning | Jul 30, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| A GPT-4 Reticular Chemist for Guiding MOF Discovery | Jun 20, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 0 | 5 |
| Gradient-Based Language Model Red Teaming | Jan 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| ProG: A Graph Prompt Learning Benchmark | Jun 8, 2024 | Prompt Learning | CodeCode Available | 0 | 5 |