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Virtual Category Learning

This is the code for the virtual category learning.

  • Detection: Semi-supervised Object Detection via Virtual Category Learning (ECCV 2022)
  • Segmentation: Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels (T-PAMI)

Citation

@inproceedings{chen2022ssodvc,
    year = 2022,
    title = {Semi-supervised Object Detection via Virtual Category Learning.},
    author = {Changrui Chen and Kurt Debattista and Jungong Han},
    booktitle = {European Conference on Computer Vision (ECCV)}
}

@article{chen2024vcl,
    year = 2024,
    title = {Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels.},
    author = {Changrui Chen and Kurt Debattista and Jungong Han},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)}
}

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Virtual Category Learning (ECCV 2022 oral and T-PAMI)

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