Tutorials



Inverse Computational Spectral Geometry

Tuesday 30th November 2021 09:00 (GMT) via SlidesLive
Speakers

Riccardo Marin, Luca Cosmo, Simone Melzi, Arianna Rampini and Emanuele Rodola

Description

Introduction: Motivation and historical overview; Background: Base elements for the forward direction of classical spectral geometry processing, and Shape-from-spectrum as a classical problem of the inverse direction; Computational Spectral geometry: Motivations, applications, and examples in computer graphics and computer vision; Computational techniques: Existing approaches based on formulating an optimization problem, numerical methods and machine learning-based techniques; Applications: Spectral geometric pipelines addressing practical problems in graphics; Open problems and future directions: Main limitations of current approaches, next steps and open problems; Conclusions and Q&A.

Advances in Neural Rendering

Tuesday 30th November 2021 13:30 (GMT) via SlidesLive
Speakers

Justus Thies, Vincent Sitzmann, Christoph Lassner, Ayush Tewari, Gordon Wetzstein and Michael Zollhoefer

Description

The Advances in Neural Rendering tutorial will cover: GANs with 3D Control, Overview of Scene Representations, From Scene-specific Representations to Generative Networks, Neural Rendering with Sphere Proxies, Neural Rendering of Dynamic Content