| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 | 5 |
| Open-Vocabulary Calibration for Fine-tuned CLIP | Feb 7, 2024 | parameter-efficient fine-tuningPrompt Learning | CodeCode Available | 1 | 5 |
| Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression | Feb 25, 2024 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Parameter-efficient Prompt Learning for 3D Point Cloud Understanding | Feb 24, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 1 | 5 |
| OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation | Jun 12, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
| Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization | Jan 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays | May 20, 2024 | Anomaly DetectionPosition | CodeCode Available | 1 | 5 |
| PromptCIR: Blind Compressed Image Restoration with Prompt Learning | Apr 26, 2024 | Image EnhancementImage Restoration | CodeCode Available | 1 | 5 |
| Federated Prompt Learning for Weather Foundation Models on Devices | May 23, 2023 | Cloud ComputingFederated Learning | CodeCode Available | 1 | 5 |
| UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning | Nov 19, 2024 | ImputationMulti-Task Learning | 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 Tuning for Item Cold-start Recommendation | Dec 24, 2024 | Prompt LearningRecommendation Systems | CodeCode Available | 0 | 5 |
| Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation | Mar 11, 2025 | Domain GeneralizationLanguage Modeling | CodeCode Available | 0 | 5 |
| A GPT-4 Reticular Chemist for Guiding MOF Discovery | Jun 20, 2023 | In-Context LearningPrompt Learning | 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 |
| Self-Pro: A Self-Prompt and Tuning Framework for Graph Neural Networks | Oct 16, 2023 | Contrastive LearningGraph Representation Learning | 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 |
| 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 |
| Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features | Oct 15, 2023 | Data Augmentationfew-shot-ner | CodeCode Available | 0 | 5 |
| GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization | Mar 26, 2025 | HallucinationPrompt 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 |
| FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework | Nov 4, 2024 | Continual LearningContrastive Learning | 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-Learning for Cross-Lingual Relation Extraction | Apr 20, 2023 | Prompt LearningRelation | 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 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 | 5 |
| Prompt-enhanced Network for Hateful Meme Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| Prompt Learning for Generalized Vehicle Routing | May 20, 2024 | Combinatorial OptimizationPrompt Learning | CodeCode Available | 0 | 5 |
| Conditional Prototype Rectification Prompt Learning | Apr 15, 2024 | Few-Shot LearningPrompt 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 |
| 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 |
| Federated Domain Generalization via Prompt Learning and Aggregation | Nov 15, 2024 | Domain GeneralizationPrivacy Preserving | 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 |
| PRE: Vision-Language Prompt Learning with Reparameterization Encoder | Sep 14, 2023 | Few-Shot Image ClassificationPrompt Engineering | CodeCode Available | 0 | 5 |
| A Survey on Prompt Tuning | Jul 8, 2025 | Computational EfficiencyMixture-of-Experts | 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 |
| 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 |
| PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation | Jan 12, 2025 | Image SegmentationMedical Image Segmentation | 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 |
| 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 |
| Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models | Mar 17, 2025 | Adversarial RobustnessPrompt Learning | CodeCode Available | 0 | 5 |
| Evaluating the Robustness of Discrete Prompts | Feb 11, 2023 | Natural Language InferencePrompt Learning | CodeCode Available | 0 | 5 |
| Optimization of Prompt Learning via Multi-Knowledge Representation for Vision-Language Models | Apr 16, 2024 | DiversityPrompt Learning | CodeCode Available | 0 | 5 |
| OpenSD: Unified Open-Vocabulary Segmentation and Detection | Dec 10, 2023 | DecoderPrompt Learning | CodeCode Available | 0 | 5 |
| OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP | Mar 20, 2025 | Domain GeneralizationPrompt Learning | CodeCode Available | 0 | 5 |