no code implementations • 1 Apr 2022 • Renjie Xu, Xinghao Yang, BaoDi Liu, Kai Zhang, Weifeng Liu
Few-Shot classification aims at solving problems that only a few samples are available in the training process.
2 code implementations • 23 Aug 2021 • Xinghao Yang, Weifeng Liu, James Bailey, DaCheng Tao, Wei Liu
In this paper, we propose a Bigram and Unigram based adaptive Semantic Preservation Optimization (BU-SPO) method to examine the vulnerability of deep models.
2 code implementations • 9 Oct 2020 • Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu, DaCheng Tao
To alleviate these problems, this paper proposes the targeted attention attack (TAA) method for real world road sign attack.