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[CVPR2024] OneFormer3D: One Transformer for Unified Point Cloud Segmentation
[CVPR2023] NeRF-RPN: A general framework for object detection in NeRFs
Pure PyTorch implementation of Nvidia's hash grid encoding: https://nvlabs.github.io/instant-ngp/
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.
A collaboration friendly studio for NeRFs
A General NeRF Acceleration Toolbox in PyTorch.
Lightning fast C++/CUDA neural network framework
Deep Learning on Implicit Neural Representations of Shapes (ICLR 2023)
Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch