| SA-Person: Text-Based Person Retrieval with Scene-aware Re-ranking | May 30, 2025 | Cross-Modal RetrievalPerson Retrieval | —Unverified | 0 |
| CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval | Apr 26, 2025 | Meta-LearningPerson Retrieval | CodeCode Available | 1 |
| UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval | Apr 14, 2025 | Person RetrievalRetrieval | CodeCode Available | 0 |
| An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval | Mar 28, 2025 | Image AugmentationImage Generation | CodeCode Available | 0 |
| Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment | Jan 1, 2025 | Attributecross-modal alignment | —Unverified | 0 |
| Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval | Oct 26, 2024 | cross-modal alignmentPerson Retrieval | —Unverified | 0 |
| MARS: Paying more attention to visual attributes for text-based person search | Jul 5, 2024 | AttributePerson Re-Identification | CodeCode Available | 1 |
| Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval | Jun 9, 2024 | Image-text RetrievalPerson Retrieval | —Unverified | 0 |
| Data Augmentation for Text-based Person Retrieval Using Large Language Models | May 20, 2024 | Data AugmentationPerson Retrieval | —Unverified | 0 |
| DualFocus: Integrating Plausible Descriptions in Text-based Person Re-identification | May 13, 2024 | AttributePerson Re-Identification | —Unverified | 0 |
| From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search | Apr 16, 2024 | Person SearchText based Person Retrieval | CodeCode Available | 0 |
| Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions | Dec 22, 2023 | Human DetectionPerson Retrieval | —Unverified | 0 |
| PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification | Dec 9, 2023 | Clothes Changing Person Re-IdentificationPerson Re-Identification | CodeCode Available | 0 |
| UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity | Dec 6, 2023 | Person RetrievalRetrieval | CodeCode Available | 1 |
| Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval | Dec 4, 2023 | AttributeCross-Modal Person Re-Identification | —Unverified | 0 |
| Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person Retrieval | Nov 25, 2023 | Image GenerationPerson Retrieval | CodeCode Available | 1 |
| VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search | Nov 13, 2023 | Person SearchText based Person Retrieval | —Unverified | 0 |
| CLIP-based Synergistic Knowledge Transfer for Text-based Person Retrieval | Sep 18, 2023 | Image to textPerson Retrieval | CodeCode Available | 0 |
| An Empirical Study of CLIP for Text-based Person Search | Aug 19, 2023 | Cross-Modal RetrievalData Augmentation | CodeCode Available | 1 |
| Noisy-Correspondence Learning for Text-to-Image Person Re-identification | Aug 19, 2023 | Person Re-IdentificationText based Person Retrieval | CodeCode Available | 1 |
| TVPR: Text-to-Video Person Retrieval and a New Benchmark | Jul 14, 2023 | Person Re-IdentificationPerson Retrieval | —Unverified | 0 |
| Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark | Jun 5, 2023 | AttributeImage-text matching | CodeCode Available | 1 |
| RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search | May 23, 2023 | Person SearchRelation | CodeCode Available | 1 |
| PLIP: Language-Image Pre-training for Person Representation Learning | May 15, 2023 | AttributePedestrian Attribute Recognition | CodeCode Available | 1 |
| Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval | Mar 22, 2023 | Image-text matchingLanguage Modeling | CodeCode Available | 2 |
