Adversarially Learned Representations for Information Obfuscation and Inference

Tensorflow implementation of ICML 2019 "Adversarially Learned Representations for Information Obfuscation and Inference"

Usage

Please refer to Example-Notebook-Subject-vs-Gender.ipynb

for a step-by-step demonstration of the framework.

Dataset requirements

Please download the Facescrub dataset onto downloads/Facescrub. Pretrained networks are available. These networks were trained on the cropped FaceScrub images using the default bounding boxes