| DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection | Jun 21, 2024 | Class-agnostic Object DetectionMulti-object discovery | CodeCode Available | 1 |
| 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 |
| 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 |
| Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays | May 20, 2024 | Anomaly DetectionPosition | CodeCode Available | 1 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | CodeCode Available | 1 |
| Harmonizing Generalization and Personalization in Federated Prompt Learning | May 16, 2024 | Federated LearningPrompt Learning | 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 |
| Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification | May 10, 2024 | Decoderimage-classification | CodeCode Available | 1 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 |
| Soft Prompt Generation for Domain Generalization | Apr 30, 2024 | DiversityDomain Generalization | CodeCode Available | 1 |
| PromptCIR: Blind Compressed Image Restoration with Prompt Learning | Apr 26, 2024 | Image EnhancementImage Restoration | CodeCode Available | 1 |
| AAPL: Adding Attributes to Prompt Learning for Vision-Language Models | Apr 25, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP | Apr 2, 2024 | Prompt Learning | CodeCode Available | 1 |
| Prompt Learning via Meta-Regularization | Apr 1, 2024 | Domain GeneralizationGeneral Knowledge | CodeCode Available | 1 |
| Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization | Mar 31, 2024 | Domain GeneralizationLanguage Modelling | CodeCode Available | 1 |
| Few-Shot Adversarial Prompt Learning on Vision-Language Models | Mar 21, 2024 | Adversarial RobustnessAdversarial Text | CodeCode Available | 1 |
| Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression | Feb 25, 2024 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Parameter-efficient Prompt Learning for 3D Point Cloud Understanding | Feb 24, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 1 |
| Open-Vocabulary Calibration for Fine-tuned CLIP | Feb 7, 2024 | parameter-efficient fine-tuningPrompt Learning | CodeCode Available | 1 |
| 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 |
| Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization | Jan 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation | Jan 22, 2024 | ObjectPrompt Learning | CodeCode Available | 1 |
| Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior | Jan 9, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 1 |
| Prompt-driven Latent Domain Generalization for Medical Image Classification | Jan 5, 2024 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization | Jan 1, 2024 | Domain GeneralizationLanguage Modelling | CodeCode Available | 1 |
| A Prompt Learning Framework for Source Code Summarization | Dec 26, 2023 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 |
| Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks | Dec 25, 2023 | Prompt Learning | CodeCode Available | 1 |
| Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition | Dec 22, 2023 | Contrastive LearningIntent Recognition | CodeCode Available | 1 |
| Bi-directional Adapter for Multi-modal Tracking | Dec 17, 2023 | Object TrackingPrompt Learning | CodeCode Available | 1 |
| Simple Image-level Classification Improves Open-vocabulary Object Detection | Dec 16, 2023 | Knowledge DistillationObject | CodeCode Available | 1 |
| Prompt-based Distribution Alignment for Unsupervised Domain Adaptation | Dec 15, 2023 | Domain AdaptationPrompt Engineering | CodeCode Available | 1 |
| LAMM: Label Alignment for Multi-Modal Prompt Learning | Dec 13, 2023 | Continual LearningPrompt Learning | CodeCode Available | 1 |
| Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models | Dec 11, 2023 | Prompt EngineeringPrompt Learning | CodeCode Available | 1 |
| Prompt-In-Prompt Learning for Universal Image Restoration | Dec 8, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Large Language Models are Good Prompt Learners for Low-Shot Image Classification | Dec 7, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| APoLLo: Unified Adapter and Prompt Learning for Vision Language Models | Dec 4, 2023 | Prompt Learning | CodeCode Available | 1 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 |
| Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers | Nov 29, 2023 | Prompt Learning | CodeCode Available | 1 |
| GraphPro: Graph Pre-training and Prompt Learning for Recommendation | Nov 28, 2023 | Prompt Learning | CodeCode Available | 1 |
| Unified-modal Salient Object Detection via Adaptive Prompt Learning | Nov 28, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection | Nov 26, 2023 | Few-Shot LearningOut-of-Distribution Detection | CodeCode Available | 1 |
| VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning | Nov 25, 2023 | DecoderModel Optimization | CodeCode Available | 1 |
| Active Prompt Learning in Vision Language Models | Nov 18, 2023 | Active LearningPrompt Learning | CodeCode Available | 1 |
| Plum: Prompt Learning using Metaheuristic | Nov 14, 2023 | Image GenerationPrompt Learning | CodeCode Available | 1 |
| Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models | Nov 7, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 |
| Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification | Oct 26, 2023 | Contrastive LearningPerson Re-Identification | CodeCode Available | 1 |
| Unveiling the Power of CLIP in Unsupervised Visible-Infrared Person Re-Identification | Oct 23, 2023 | Contrastive LearningPerson Re-Identification | CodeCode Available | 1 |
