G-IDS: Generative Adversarial Networks Assisted Intrusion Detection System

no code implementations • 1 Jun 2020 • Md Hasan Shahriar, Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Miguel Alonso Jr

To defend against these attacks, intrusion detection system (IDS) has been widely used.

Generative Adversarial Network Intrusion Detection

Y-GAN: A Generative Adversarial Network for Depthmap Estimation from Multi-camera Stereo Images

no code implementations • 3 Jun 2019 • Miguel Alonso Jr

Depth perception is a key component for autonomous systems that interact in the real world, such as delivery robots, warehouse robots, and self-driving cars.

3D Object Recognition Generative Adversarial Network +2

Learning User Preferences via Reinforcement Learning with Spatial Interface Valuing

no code implementations • 2 Feb 2019 • Miguel Alonso Jr

The focus of this study is to extend the current state of the art in interactive machine learning by demonstrating that agents can learn a human user's behavior and adapt to preferences with a reduced amount of explicit human feedback in a mixed feedback setting.

BIG-bench Machine Learning reinforcement-learning +1