% Key papers for Multi-modal object re-identification (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2021_robust_1293,
  title = {{Robust Multi-Modality Person Re-identification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/03529-robust-multi-modality-person-re-identification/},
}

@inproceedings{cvpr2024_magic_24096,
  title = {{Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30523},
}

@inproceedings{aaai2022_interact_2257,
  title = {{Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/02633-interact-embed-and-enlarge-boosting-modality-specific-representations-for-multi-modal-person-re-identification/},
}

@inproceedings{cvpr2023_towards_22382,
  title = {{Towards Modality-Agnostic Person Re-Identification With Descriptive Query}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21638},
}

@inproceedings{cvpr2024_suppress_24918,
  title = {{Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31712},
}

@inproceedings{aaai2024_text_7530,
  title = {{Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28433},
}

@inproceedings{aaai2025_demo_8645,
  title = {{DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32878},
}

@inproceedings{aaai2025_mambapro_9903,
  title = {{MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32879},
}

@inproceedings{cvpr2025_idea_26567,
  title = {{IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33307},
}

@inproceedings{neurips2024_empowering_74024,
  title = {{Empowering Visible-Infrared Person Re-Identification with Large Foundation Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93497},
}

@inproceedings{neurips2024_cross_71685,
  title = {{Cross-Modality Perturbation Synergy Attack for Person Re-identification}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95597},
}

@inproceedings{cvpr2025_towards_27892,
  title = {{Towards All-in-One Medical Image Re-Identification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32452},
}

@inproceedings{cvpr2024_flexible_23483,
  title = {{Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention Alignment and Prompt Tuning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29428},
}

@inproceedings{aaai2023_learning_4016,
  title = {{Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25219},
}

@inproceedings{aaai2024_seer_7219,
  title = {{SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28611},
}

@inproceedings{aaai2024_multi_6697,
  title = {{Multi-Modal Disordered Representation Learning Network for Description-Based Person Search}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29567},
}

@inproceedings{cvpr2025_enhanced_26131,
  title = {{Enhanced Visual-Semantic Interaction with Tailored Prompts for Pedestrian Attribute Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33226},
}

@inproceedings{neurips2025_mdreid_75409,
  title = {{MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=7jg26Fd1ra},
}

@inproceedings{aaai2026_signal_104145,
  title = {{Signal: Selective Interaction and Global-local Alignment for Multi-Modal Object Re-Identification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37674},
}

@inproceedings{aaai2026_stmi_105253,
  title = {{STMI: Segmentation-Guided Token Modulation with Cross-Modal Hypergraph Interaction for Multi-Modal Object Re-Identification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38125},
}

@inproceedings{neurips2025_reid5o_77116,
  title = {{ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=QkX9obx6UR},
}

@inproceedings{icml2025_flexireid_47975,
  title = {{FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44630},
}

@inproceedings{icml2026_fuse_55191,
  title = {{FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=wVGSzWj21L},
}

@inproceedings{neurips2025_miss_75425,
  title = {{Miss-ReID: Delivering Robust Multi-Modality Object Re-Identification Despite Missing Modalities}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=7x5X6gTCUH},
}