Java基础
『LeetCode』1684 统计一致字符串的数目
随笔
一些收集的随笔，阅读的记录
『论文笔记』Defending Against Universal Adversarial Patches by Clipping Feature Norms
Information
- Title: Defending Against Universal Adversarial Patches by Clipping Feature Norms
- Author: Cheng Yu, Jiansheng Chen, Youze Xue, Yuyang Liu, Weitao Wan, Jiayu Bao, Huimin Ma
- Institution:
- Department of Electronic Engineering, Tsinghua University, China
- Beijing National Research Center for Information Science and Technology, China
- University of Science and Technology Beijing, China
- Year: 2021
- Journal: ICCV
- Source: Open access，Supplemental(注：开源代码在补充材料中 (゜▽゜*) ), IEEE
- Cite: Cheng Yu, Jiansheng Chen, Youze Xue, Yuyang Liu, Weitao Wan, Jiayu Bao, Huimin Ma; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 16434-16442
- Idea: 从实验和数学推导证明了对抗补丁会导致特征范数变大并提出了特征范数裁剪的方法来防御对抗补丁攻击
『论文笔记』On Feature Normalization and Data Augmentation
Information
- Title: On Feature Normalization and Data Augmentation
- Author: Boyi Li, Felix Wu, Ser-Nam Lim, Serge Belongie, Kilian Q. Weinberger
- Institution: Cornell University, Cornell Tech, ASAPP, Facebook AI
- Year: 2021
- Journal: CVPR
- Source: Open access, Arxiv, official PyTorch implementation
- Cite: Boyi Li, Felix Wu, Ser-Nam Lim, Serge Belongie, Kilian Q. Weinberger; Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 12383-12392
- Idea: 交换 feature map 的矩信息做数据增强
『论文笔记』CrossNorm and SelfNorm for Generalization under Distribution Shifts
Information
- Title: CrossNorm and SelfNorm for Generalization under Distribution Shifts
- Author: Zhiqiang Tang
- Institution: Amazon Web Services
- Year: 2021
- Journal: ICCV
- Source: ICCV 2021 open access, arxiv
- Code: Official implementation
- Idea: 对 feature map 通道的均值和方差做交换以提高泛化性鲁棒性