| Few-shot Adaptation of Medical Vision-Language Models | Sep 5, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning | Mar 28, 2025 | Federated LearningPrompt Learning | 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 |
| Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks | Dec 25, 2023 | Prompt Learning | CodeCode Available | 1 | 5 |
| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning | Mar 29, 2023 | Composed Image Retrieval (CoIR)Image Retrieval | CodeCode Available | 1 | 5 |
| Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior | Jan 9, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 1 | 5 |
| Personalized Prompt Learning for Explainable Recommendation | Feb 15, 2022 | Explainable RecommendationPrompt Learning | CodeCode Available | 1 | 5 |
| Bi-directional Adapter for Multi-modal Tracking | Dec 17, 2023 | Object TrackingPrompt Learning | CodeCode Available | 1 | 5 |
| EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection | Oct 31, 2024 | Human-Object Interaction DetectionLarge Language Model | CodeCode Available | 1 | 5 |
| LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP | Apr 2, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| MaPLe: Multi-modal Prompt Learning | Oct 6, 2022 | Prompt EngineeringPrompt Learning | CodeCode Available | 1 | 5 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Image Re-Identification: Where Self-supervision Meets Vision-Language Learning | Jul 30, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | CodeCode Available | 1 | 5 |
| LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning | Jun 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 | 5 |
| Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning | May 29, 2023 | Prompt LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Enhancing Domain Adaptation through Prompt Gradient Alignment | Jun 13, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 | 5 |
| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains | Nov 25, 2021 | Domain Generalizationimage-classification | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection | Jun 25, 2024 | BenchmarkingPrompt Learning | CodeCode Available | 1 | 5 |
| AD-CLIP: Adapting Domains in Prompt Space Using CLIP | Aug 10, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection | Oct 21, 2024 | Fake News DetectionPrompt Learning | CodeCode Available | 1 | 5 |
| Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection | Dec 23, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 | 5 |
| LAMM: Label Alignment for Multi-Modal Prompt Learning | Dec 13, 2023 | Continual LearningPrompt Learning | CodeCode Available | 1 | 5 |
| Prompt Generation Networks for Input-Space Adaptation of Frozen Vision Transformers | Oct 12, 2022 | Prompt LearningTransfer Learning | CodeCode Available | 1 | 5 |
| Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations | Mar 24, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 1 | 5 |
| Low-rank Prompt Interaction for Continual Vision-Language Retrieval | Jan 24, 2025 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification | Feb 11, 2025 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Efficient Motion Prompt Learning for Robust Visual Tracking | May 22, 2025 | DecoderPrompt Learning | CodeCode Available | 1 | 5 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 | 5 |
| An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning | Oct 18, 2023 | Image GenerationPrompt Learning | CodeCode Available | 1 | 5 |
| Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning | Sep 29, 2022 | Logical ReasoningMath | CodeCode Available | 1 | 5 |
| Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing | Sep 27, 2023 | Prompt LearningText-based Image Editing | CodeCode Available | 1 | 5 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 | 5 |
| LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification | Jun 6, 2024 | Prompt Learningtext-classification | CodeCode Available | 1 | 5 |
| BadPrompt: Backdoor Attacks on Continuous Prompts | Nov 27, 2022 | Backdoor AttackPrompt Learning | CodeCode Available | 1 | 5 |
| Deep Correlated Prompting for Visual Recognition with Missing Modalities | Oct 9, 2024 | Prompt Learning | CodeCode Available | 1 | 5 |
| Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning | Jun 6, 2024 | AttributeLanguage Modelling | CodeCode Available | 1 | 5 |
| Domain Adaptation via Prompt Learning | Feb 14, 2022 | Domain AdaptationPrompt Learning | CodeCode Available | 1 | 5 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 | 5 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 | 5 |
| DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation | Oct 18, 2022 | AttributeDiversity | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration | Apr 14, 2025 | AllImage Restoration | CodeCode Available | 1 | 5 |
| Domain-Controlled Prompt Learning | Sep 30, 2023 | Prompt Learning | CodeCode Available | 1 | 5 |
| Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models | Dec 11, 2023 | Prompt EngineeringPrompt Learning | CodeCode Available | 1 | 5 |
| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 | 5 |
| DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection | Jun 21, 2024 | Class-agnostic Object DetectionMulti-object discovery | CodeCode Available | 1 | 5 |
