Tutorials

Mathematics of Deep Learning

Instance-level Visual Recognition

Domain Adaptation in Biometrics

Adversarial Pattern Recognition

Open Source Software and Datasets for Wildlife Video Surveillance

From Covariance Matrices to Covariance Operators: Data Representation from Finite to Infinite-Dimensional Settings

Drone Vision for Cinematography

GAN Related Tutorials

Introduction - Ian Goodfellow

Live Demo Session: iGAN / pix2pix / CycleGAN

Live Demo Session 2 : iGAN / pix2pix / CycleGAN

GANs as Learned Loss Functions

Connections between Adversarial Training and Reinforcement Learning

Do GANs Learn the Distribution?

Visual Synthesis and Manipulation with GANs

Domain Adversarial Learning