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Theories of Decision Trees and Random Forests

  • Post author:Li-Wen Wang
  • Post published:7th March 2019
  • Post category:Guided Study

Objectives Decision trees and random forests have been used in our group for some years. It is good to have a review on its basic theory, limitation and recent developments.…

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Attention CNN Confidence Decision Tree Deep Learning Detection Face Recognition GAN Guided Study Machine Learning Neural Network Notes Random Forests Segmentation Siamese Network SVM Tracking

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@inproceedings{DRN2020,
title={Deep Relighting Networks for Image Light Source Manipulation},
author={Wang, Li-Wen and Siu, Wan-Chi and Liu, Zhi-Song and Li, Chu-Tak and Lun, Daniel P.K.},
booktitle={Proceedings of the European Conference on Computer Vision Workshops (ECCVW)},
year={2020}
}

@ARTICLE{DLN2020,
author={Li-Wen Wang and Zhi-Song Liu and Wan-Chi Siu and Daniel P.K. Lun},
journal={IEEE Transactions on Image Processing},
title={Lightening Network for Low-light Image Enhancement},
year={2020},
volume={29},
pages={7984-7996},
doi={10.1109/TIP.2020.3008396},
}