Explore cutting-edge research in machine learning and virtual reality through this collection of papers presented at IEEE VR 2022. Delve into topics such as visual comfort enhancement in stereoscopic photography, adversarial attacks on image classifiers, 360-degree depth estimation, generative models for scanpaths in 360° images, virtual reality-based autism screening, and online projector deblurring using neural networks. Gain insights into the latest advancements and applications of machine learning in virtual and augmented reality fields, presented by leading researchers in the domain.