Semantic Information Extraction

Improving adversarial robustness of deep neural networks by using semantic information

Authors: Lina Wang, Rui Tang, Yawei Yue, Xingshu Chen, Wei Wang, Yi Zhu, Xuemei Zeng | Published: 2020-08-18 | Updated: 2021-06-17
Semantic Information Extraction
Robustness
Adversarial Example
2020.08.18 2025.05.28
Literature Database

Domain Adaptive Transfer Attack (DATA)-based Segmentation Networks for Building Extraction from Aerial Images

Authors: Younghwan Na, Jun Hee Kim, Kyungsu Lee, Juhum Park, Jae Youn Hwang, Jihwan P. Choi | Published: 2020-04-11 | Updated: 2020-04-29
Semantic Information Extraction
Generalization Performance
Adversarial Attack Methods
2020.04.11 2025.05.28
Literature Database

Analyzing and Improving Neural Networks by Generating Semantic Counterexamples through Differentiable Rendering

Authors: Lakshya Jain, Varun Chandrasekaran, Uyeong Jang, Wilson Wu, Andrew Lee, Andy Yan, Steven Chen, Somesh Jha, Sanjit A. Seshia | Published: 2019-10-02 | Updated: 2020-07-17
Semantic Information Extraction
Attack Evaluation
Adversarial Attack Methods
2019.10.02 2025.05.28
Literature Database