| 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 |
