| DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation | Oct 24, 2024 | Image RestorationPrompt Learning | CodeCode Available | 5 |
| Awesome Multi-modal Object Tracking | May 23, 2024 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 5 |
| Conditional Prompt Learning for Vision-Language Models | Mar 10, 2022 | Domain GeneralizationPrompt Engineering | CodeCode Available | 4 |
| Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models | Jul 30, 2023 | HallucinationPrompt Engineering | CodeCode Available | 4 |
| Low-Rank Few-Shot Adaptation of Vision-Language Models | May 28, 2024 | Few-Shot Learningparameter-efficient fine-tuning | CodeCode Available | 3 |
| ATPrompt: Textual Prompt Learning with Embedded Attributes | Dec 12, 2024 | AttributeLarge Language Model | CodeCode Available | 3 |
| ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models | Jul 31, 2024 | Domain GeneralizationPrompt Learning | CodeCode Available | 3 |
| MotionGPT: Human Motion as a Foreign Language | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Cascade Prompt Learning for Vision-Language Model Adaptation | Sep 26, 2024 | General Knowledgeimage-classification | CodeCode Available | 3 |
| PromptKD: Unsupervised Prompt Distillation for Vision-Language Models | Mar 5, 2024 | Knowledge DistillationPrompt Engineering | CodeCode Available | 3 |
| Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community | Aug 17, 2024 | Novel ConceptsObject | CodeCode Available | 3 |
| PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection | Apr 8, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 3 |
| HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling | Aug 27, 2024 | Domain GeneralizationPrompt Engineering | CodeCode Available | 2 |
| Graph Prompt Learning: A Comprehensive Survey and Beyond | Nov 28, 2023 | Prompt LearningSurvey | CodeCode Available | 2 |
| Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation | Jul 3, 2024 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 2 |
| BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models | Nov 21, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Global and Local Prompts Cooperation via Optimal Transport for Federated Learning | Feb 29, 2024 | Federated LearningPrompt Learning | CodeCode Available | 2 |
| Golden Noise for Diffusion Models: A Learning Framework | Nov 14, 2024 | Prompt Learning | CodeCode Available | 2 |
| Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology | Sep 14, 2024 | Inductive BiasPrognosis | CodeCode Available | 2 |
| BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning | Aug 14, 2024 | Backdoor AttackPrompt Learning | CodeCode Available | 2 |
| A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation | Feb 6, 2024 | Out-of-Distribution GeneralizationPrompt Learning | CodeCode Available | 2 |
| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | May 29, 2022 | Few-Shot Text ClassificationMemorization | CodeCode Available | 2 |
| Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection | Nov 29, 2024 | Prompt Learning | CodeCode Available | 2 |
| GalLoP: Learning Global and Local Prompts for Vision-Language Models | Jul 1, 2024 | DiversityDomain Generalization | CodeCode Available | 2 |
| ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement | Jul 9, 2024 | AttributeDisentanglement | CodeCode Available | 2 |
