Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective

no code implementations • 7 Jan 2021 • Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles Hughes, Yanjie Fu

To solve the problem, we propose an adversarial training strategy to guarantee the robustness of the representation module.

Decision Making Graph Representation Learning

Facial Expression Recognition Using Human to Animated-Character Expression Translation

no code implementations • 12 Oct 2019 • Kamran Ali, Ilkin Isler, Charles Hughes

In this paper we present a novel Human-to-Animation conditional Generative Adversarial Network (HA-GAN) to overcome these two problems by using many (human faces) to one (animated face) mapping.

Facial Expression Recognition Facial Expression Recognition (FER) +2