Geometry-Aware Neural Rendering with Josh Tobin - #360
Analysis
This article from Practical AI discusses Josh Tobin's work on Geometry-Aware Neural Rendering, presented at NeurIPS. The focus is on implicit scene understanding, building upon DeepMind's research on neural scene representation and rendering. The conversation covers challenges, datasets used for training, and similarities to Variational Autoencoder (VAE) training. The article highlights the importance of understanding the underlying geometry of a scene for improved rendering and scene representation, a key area of research in AI.
Key Takeaways
- •The article discusses Josh Tobin's work on Geometry-Aware Neural Rendering.
- •The research builds upon DeepMind's work on neural scene representation and rendering.
- •The conversation covers challenges, datasets, and similarities to VAE training.
Reference
“Josh's goal is to develop implicit scene understanding, building upon Deepmind's Neural scene representation and rendering work.”