| 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 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | 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 |
| Composed Multi-modal Retrieval: A Survey of Approaches and Applications | Mar 3, 2025 | Cross-Modal RetrievalData Augmentation | CodeCode Available | 2 |
| ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models | Feb 27, 2025 | Person Re-IdentificationPerson Retrieval | —Unverified | 0 |
| Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval | Jan 25, 2025 | Domain AdaptationKnowledge Distillation | —Unverified | 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 |
| AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person Retrieval | Sep 10, 2024 | Person RetrievalRetrieval | CodeCode Available | 0 |
| Keypoint Promptable Re-Identification | Jul 25, 2024 | Metric LearningOccluded Person Re-Identification | CodeCode Available | 3 |
| 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 |
| CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval | Mar 10, 2024 | AllAttribute | —Unverified | 0 |
| Image-based human re-identification: Which covariates are actually (the most) important? | Jan 20, 2024 | Action RecognitionImage-To-Video Person Re-Identification | 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 |
| Video-based Visible-Infrared Person Re-Identification with Auxiliary Samples | Nov 27, 2023 | Generative Adversarial NetworkPerson Re-Identification | CodeCode Available | 1 |
| Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person Retrieval | Nov 25, 2023 | Image GenerationPerson Retrieval | CodeCode Available | 1 |
| CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification | Nov 17, 2023 | Person Re-IdentificationPerson Retrieval | CodeCode Available | 1 |
