Hamed Rezazadegan Tavakoli

Efficient NeRF Optimization - Not All Samples Remain Equally Hard

"We propose an application of online hard sample mining for efficient training of Neural Radiance Fields (NeRF). NeRF models produce state-of-the-art quality for many 3D reconstruction and rendering tasks but require substantial computational resources. The encoding of the scene information within t…