Visual Computing and Artificial Intelligence Department

Advanced Topics in Neural Rendering and Reconstruction

From left: Wang et al. NeuS 2021 and Teotia et al. HQ3DAvatar 2023

The following table lists the topics that will be discussed in each lecture.

Topics	Date
Introduction and Overview	25.10
Computer Graphics Basics	08.11
Deep Learning for Visual Computing	15.11
2D Generative Models	22.11
3D Scene Representations and Transformations	29.11
Morphable Models for Geometry and Appearance	6.12
Conditional 2D Neural Rendering	20.12
Inverse Graphics 1	10.01
Inverse Graphics 2	17.01
3D Neural Representations and Rendering	24.01
3D Sensing beyond RGB Cameras	31.01
Quantum Visual Computing	07.02
Revision	14.02