| A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning | Feb 2, 2024 | Few-Shot LearningGraph Representation Learning | CodeCode Available | 1 |
| Gradient-Based Language Model Red Teaming | Jan 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking | Jan 30, 2024 | Dialogue State TrackingPrompt Learning | CodeCode Available | 0 |
| Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization | Jan 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning | Jan 26, 2024 | Graph GenerationIn-Context Learning | —Unverified | 0 |
| PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning | Jan 26, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Persona-centric Metamorphic Relation guided Robustness Evaluation for Multi-turn Dialogue Modelling | Jan 23, 2024 | Prompt LearningReading Comprehension | —Unverified | 0 |
| Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation | Jan 22, 2024 | ObjectPrompt Learning | CodeCode Available | 1 |
| Concept-Guided Prompt Learning for Generalization in Vision-Language Models | Jan 15, 2024 | Prompt Learning | —Unverified | 0 |
| APLe: Token-Wise Adaptive for Multi-Modal Prompt Learning | Jan 12, 2024 | Prompt Learning | —Unverified | 0 |
| Seek for Incantations: Towards Accurate Text-to-Image Diffusion Synthesis through Prompt Engineering | Jan 12, 2024 | Image GenerationPrompt Engineering | —Unverified | 0 |
| Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features | Jan 10, 2024 | ClassificationCode Classification | CodeCode Available | 0 |
| Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior | Jan 9, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 1 |
| Learning to Prompt Segment Anything Models | Jan 9, 2024 | Image SegmentationPrompt Learning | —Unverified | 0 |
| Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example | Jan 7, 2024 | Automated Essay ScoringPrompt Learning | —Unverified | 0 |
| Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy | Jan 7, 2024 | Image RestorationPrompt Learning | CodeCode Available | 2 |
| Prompt-driven Latent Domain Generalization for Medical Image Classification | Jan 5, 2024 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt | Jan 2, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| Multimodal Prompt Perceiver: Empower Adaptiveness Generalizability and Fidelity for All-in-One Image Restoration | Jan 1, 2024 | AllDecoder | —Unverified | 0 |
| Prompt-Driven Referring Image Segmentation with Instance Contrasting | Jan 1, 2024 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| JoAPR: Cleaning the Lens of Prompt Learning for Vision-Language Models | Jan 1, 2024 | Prompt EngineeringPrompt Learning | CodeCode Available | 0 |
| Endow SAM with Keen Eyes: Temporal-spatial Prompt Learning for Video Camouflaged Object Detection | Jan 1, 2024 | Image Segmentationobject-detection | —Unverified | 0 |
| Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization | Jan 1, 2024 | Domain GeneralizationLanguage Modelling | CodeCode Available | 1 |
| Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification | Dec 28, 2023 | Attributecross-modal alignment | —Unverified | 0 |
| Hypergraph Enhanced Knowledge Tree Prompt Learning for Next-Basket Recommendation | Dec 26, 2023 | Next-basket recommendationPrompt Learning | —Unverified | 0 |
