| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 |
| An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning | Oct 18, 2023 | Image GenerationPrompt Learning | CodeCode Available | 1 |
| Domain-Controlled Prompt Learning | Sep 30, 2023 | Prompt Learning | CodeCode Available | 1 |
| Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing | Sep 27, 2023 | Prompt LearningText-based Image Editing | CodeCode Available | 1 |
| Zero-Shot and Few-Shot Video Question Answering with Multi-Modal Prompts | Sep 27, 2023 | Few-shot Video Question AnsweringPrompt Learning | CodeCode Available | 1 |
| RGB-T Tracking via Multi-Modal Mutual Prompt Learning | Aug 31, 2023 | Object TrackingPrompt Learning | CodeCode Available | 1 |
| Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning | Aug 28, 2023 | Prompt LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| When Prompt-based Incremental Learning Does Not Meet Strong Pretraining | Aug 21, 2023 | Exemplar-FreeIncremental Learning | CodeCode Available | 1 |
| SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning | Aug 12, 2023 | Instance SegmentationOpen-World Instance Segmentation | CodeCode Available | 1 |
| AD-CLIP: Adapting Domains in Prompt Space Using CLIP | Aug 10, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content | Aug 10, 2023 | Prompt Learning | CodeCode Available | 1 |
| Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation | Jun 30, 2023 | Few-Shot LearningPrompt Learning | CodeCode Available | 1 |
| Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension | Jun 25, 2023 | Event DetectionMachine Reading Comprehension | CodeCode Available | 1 |
| ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration | Jun 23, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark | Jun 5, 2023 | AttributeImage-text matching | CodeCode Available | 1 |
| LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning | Jun 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Consistency-guided Prompt Learning for Vision-Language Models | Jun 1, 2023 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| Multilingual Multi-Figurative Language Detection | May 31, 2023 | Language ModellingPrompt Learning | CodeCode Available | 1 |
| Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning | May 29, 2023 | Prompt LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification | May 29, 2023 | Few-Shot Learningimage-classification | CodeCode Available | 1 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| PromptNER: Prompt Locating and Typing for Named Entity Recognition | May 26, 2023 | Cross-Domain Few-ShotEntity Typing | CodeCode Available | 1 |
| Federated Prompt Learning for Weather Foundation Models on Devices | May 23, 2023 | Cloud ComputingFederated Learning | CodeCode Available | 1 |
| Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners | May 18, 2023 | Image GenerationImage-text matching | CodeCode Available | 1 |
| Progressive Visual Prompt Learning with Contrastive Feature Re-formation | Apr 17, 2023 | Prompt Learning | CodeCode Available | 1 |
| APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP | Apr 12, 2023 | Domain GeneralizationPrompt Learning | CodeCode Available | 1 |
| Prompt Learning for News Recommendation | Apr 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-shot Generative Model Adaptation via Image-specific Prompt Learning | Apr 6, 2023 | DiversityImage Generation | CodeCode Available | 1 |
| Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting | Apr 6, 2023 | Action RecognitionPrompt Learning | CodeCode Available | 1 |
| Black Box Few-Shot Adaptation for Vision-Language models | Apr 4, 2023 | Contrastive LearningPrompt Learning | CodeCode Available | 1 |
| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning | Mar 29, 2023 | Composed Image Retrieval (CoIR)Image Retrieval | CodeCode Available | 1 |
| Multimodal Prompting with Missing Modalities for Visual Recognition | Mar 6, 2023 | Prompt Learning | CodeCode Available | 1 |
| Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data | Jan 22, 2023 | Federated LearningPrompt Learning | CodeCode Available | 1 |
| Federated Few-Shot Learning for Mobile NLP | Dec 12, 2022 | Few-Shot LearningPrivacy Preserving | CodeCode Available | 1 |
| Learning Domain Invariant Prompt for Vision-Language Models | Dec 8, 2022 | Domain GeneralizationLanguage Modelling | CodeCode Available | 1 |
| Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning | Dec 2, 2022 | Domain AdaptationPrompt Learning | CodeCode Available | 1 |
| PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets | Nov 27, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BadPrompt: Backdoor Attacks on Continuous Prompts | Nov 27, 2022 | Backdoor AttackPrompt Learning | CodeCode Available | 1 |
| ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation | Nov 21, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Being Comes from Not-being: Open-vocabulary Text-to-Motion Generation with Wordless Training | Oct 28, 2022 | Language ModellingMotion Generation | CodeCode Available | 1 |
| DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation | Oct 18, 2022 | AttributeDiversity | CodeCode Available | 1 |
| Unified Vision and Language Prompt Learning | Oct 13, 2022 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| Prompt Generation Networks for Input-Space Adaptation of Frozen Vision Transformers | Oct 12, 2022 | Prompt LearningTransfer Learning | CodeCode Available | 1 |
| PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning | Oct 11, 2022 | AttributeImputation | CodeCode Available | 1 |
| MaPLe: Multi-modal Prompt Learning | Oct 6, 2022 | Prompt EngineeringPrompt Learning | CodeCode Available | 1 |
| Bayesian Prompt Learning for Image-Language Model Generalization | Oct 5, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models | Oct 3, 2022 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| PLOT: Prompt Learning with Optimal Transport for Vision-Language Models | Oct 3, 2022 | Prompt Learning | CodeCode Available | 1 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | CodeCode Available | 1 |
| LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data | Aug 31, 2022 | Image-to-Image TranslationPrompt Learning | CodeCode Available | 1 |
