Zhimin Li

Error Aware Distribution Prediction for Lightweight Implicit Neural Representations

Zhimin Li, Jake D. Balla, Joshua A. Levine

Implicit neural representations (INRs) offer compact encoding of volumes, but as lossy approximators, inevitably have prediction errors. We consider INRs that can simultaneously encode relative error scales by predicting distributions using tools from uncertainty estimation. Typi…Read more