Neural Radiance Fields

Instant NGP: Multiresolution Hash Encoding for Neural Graphics

NVIDIA's Instant NGP trains neural graphics primitives (NeRF, SDF, gigapixel images) in seconds rather than hours using a multiresolution hash encoding. It won SIGGRAPH 2022 Best Paper and made NeRF-based 3D reconstruction practical on a single consumer GPU.