Awesome
Patch-wise Adversarial Regularization
Example Usage of the Regularization
- example/AlexNet.py
- utility/
- Other codes needed to run the AlexNet, not part of the contributions of this repository
Replication
- This repository is made for a clear demonstration of our method. For replication of the numbers in our paper, please visit: HaohanWang/PAR_experiments
Data
- For the ImageNet-Sketch Data, please visit: HaohanWang/ImageNet-Sketch
Reference
If you find this method helpful, please consider cite:
Haohan Wang, Songwei Ge, Eric P. Xing, and Zachary C. Lipton. "Learning Robust Global Representations by Penalizing Local Predictive Power" (NeurIPS 2019)
Other Resources
- You may be also interested in HaohanWang/HEX