Search Results for author: Yuheng Huang

Found 2 papers, 1 papers with code

Zero-Shot Certified Defense against Adversarial Patches with Vision Transformers

no code implementations19 Nov 2021 Yuheng Huang, Yuanchun Li

Such attacks are a major threat to models deployed in the physical world, as they can be easily realized by presenting a customized object in the camera view.

Neuron-level Structured Pruning using Polarization Regularizer

1 code implementation NeurIPS 2020 Tao Zhuang, Zhixuan Zhang, Yuheng Huang, Xiaoyi Zeng, Kai Shuang, Xiang Li

Experimentally, we show that structured pruning using polarization regularizer achieves much better results than using L1 regularizer.

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