Neural Rendering: Trends and Applications in Computer Graphics and Machine Learning

Explore the cutting-edge field of neural rendering in this comprehensive seminar series. Delve into the fusion of deep generative models and traditional computer graphics for creating realistic and controllable imagery. Begin with an overview of computer graphics and machine learning fundamentals before examining key aspects of neural rendering. Discover important applications such as neural scene representations, neural re-rendering, semantic image synthesis, and manipulation. Learn from research scientist Binh-Son Hua of VinAI Research, who brings expertise in 3D deep learning and physically based image synthesis to this 1 hour 42 minute presentation on the latest trends and developments in this rapidly emerging area of study.