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Robust Boosting Forests with Richer Deep Feature Hierarchy

By Jianqiao Wangni
We propose a robust variant of boosting forest to the various adversarial defense methods, and apply it to enhance the robustness of the deep neural network. We retain the deep network architecture, weights, and middle layer features, then install gradient boosting forest to select the features from each layer of... Show more
October 29, 2022
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Robust Boosting Forests with Richer Deep Feature Hierarchy
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