Search Results for author: Hailun Ding

Found 4 papers, 2 papers with code

Training with More Confidence: Mitigating Injected and Natural Backdoors During Training

1 code implementation13 Feb 2022 Zhenting Wang, Hailun Ding, Juan Zhai, Shiqing Ma

By further analyzing the training process and model architectures, we found that piece-wise linear functions cause this hyperplane surface.

Backdoor Attack

Understanding the Importance of Single Directions via Representative Substitution

no code implementations20 Jan 2019 Li Chen, Hailun Ding, Qi Li, Zhuo Li, Jian Peng, Haifeng Li

Understanding the internal representations of deep neural networks (DNNs) is crucal to explain their behavior.

Understanding the Importance of Single Directions via Representative Substitution

no code implementations27 Nov 2018 Li Chen, Hailun Ding, Qi Li, Zhuo Li, Jian Peng, Haifeng Li

Understanding the internal representations of deep neural networks (DNNs) is crucal to explain their behavior.

Cannot find the paper you are looking for? You can Submit a new open access paper.