Official code of ICCV 2025 Paper "Weakly Supervised Visible-Infrared Person Re-Identification via Heterogeneous Expert Collaborative Consistency Learning"

Step 1 Datasets Preparation

• SYSU-MM01

python pre_process_sysu.py

• LLCM
• RegDB

Step 2 Requirements

python -m pip install -r requirements.txt

Step 3 Training

# SYSU-MM01
sh sysu.sh
# LLCM
sh llcm.sh
# RegDB
sh regdb.sh

Citation

@InProceedings{Zhang_2025_ICCV,
    author    = {Zhang, Yafei and Kong, Lingqi and Li, Huafeng and Wen, Jie},
    title     = {Weakly Supervised Visible-Infrared Person Re-Identification via Heterogeneous Expert Collaborative Consistency Learning},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2025},
    pages     = {12659-12669}
}