Review of Neural Rendering Technology

Kutsenko Timur delivers a speech concerning the detailed review of neural rendering technology at NIX MultiConf #5.

A savvy specialist with extensive field experience, Timur defines the underlying processes of rendering, explains the concept of neural rendering, and explores in detail the specifics of NeRF, including the NeRF core concept discussion, NeRF model training nuances, latest research and improvements dedicated to the concept, and field of modern application for the technology.

NIX MultiConf takes place for the fifth consecutive time to give you invaluable industry and tech insights delivered by some of the brightest minds in the global IT market. NIX MultiConf #5 is the latest industry-concerned gathering that pushes the boundaries of modern IT knowledge and practices.

Check out the video to get your NeRF concepts straight and dive into the specifics of advanced neural rendering.

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0:00:00 Intro
0:00:55 About speaker
0:01:29 What rendering means?
0:03:45 The concept of neural rendering
0:05:49 NeRF core concept
0:07:39 The input and output for training a NeRF model
0:10:21 Volume rendering
0:11:12 Rendering model for ray
0:12:07 NeRF training
0:13:37 Render results (examples)
0:15:01 NeRF improvements and recent research
0:16:03 Instant NGP
0:17:09 Comparison to existing technologies
0:22:02 Applications with NeRF technology
0:24:18 Afterword
0:25:06 Q&A session