2 papers
cs.CV2024
Efficient NeRF Optimization -- Not All Samples Remain Equally Hard
Juuso Korhonen, Goutham Rangu, Hamed R. Tavakoli +1
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 reconstruct…
cs.CV2024
Differentiable Product Quantization for Memory Efficient Camera Relocalization
Zakaria Laskar, Iaroslav Melekhov, Assia Benbihi +2
Camera relocalization relies on 3D models of the scene with a large memory footprint that is incompatible with the memory budget of several applications. One solution to reduce the…