Towards Lossless Implicit Neural Representation via Bit Plane Decomposition

Woo Kyoung Han, Byeonghun Lee, Hyunmin Cho +2

We quantify the upper bound on the size of the implicit neural representation (INR) model from a digital perspective. The upper bound of the model size increases exponentially as t…