Subject
4 entries
Nerf
Bookmarks
NeRF: Neural Radiance Fields
The original NeRF (Neural Radiance Fields) project page from Matthew Tancik's site — the foundational 2020 paper that represents 3D scenes as neural functions and synthesizes novel views via volumetric rendering. A landmark that spawned a field.
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.
Block-NeRF: City-Scale Neural Neighborhoods
Block-NeRF from Waymo and UC Berkeley extends Neural Radiance Fields to city-scale scenes by dividing them into individually trained blocks that stitch together. A step toward photorealistic neural reconstruction of entire neighborhoods from street-level imagery.
AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis
AD-NeRF generates photorealistic talking-head video directly from audio using neural radiance fields, bypassing the 2D landmarks or 3D face model intermediaries used by prior methods. By conditioning an implicit neural function on audio features and rendering via volume rendering, it achieves both head and upper body generation with free-viewpoint control.