Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings

Tianxiang Dai, Jonathan Fan

Multi-Resolution Hash Encoding (MHE), the foundational technique behind Instant Neural Graphics Primitives, provides a powerful parameterization for neural fields. However, its spa…