Przemyslaw Musialski's repositories
ControllingNeuralLevelsets
Controlling Neural Level Sets
DeepSDF-Alexey-
"DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation" implementation (ML 2019, Skoltech)
dl4g
Example code for the Siggraph Asia Tutorial CreativeAI
evogym
A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.
fourier-feature-networks
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
IM-NET-pytorch
PyTorch 1.2 implementation of IM-NET.
mesh_to_sdf
Calculate signed distance fields for arbitrary meshes
nerf_pl
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
NFGP
Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.
nglod
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes (CVPR 2021 Oral)
NTK
Code for experiments in my blog post on the Neural Tangent Kernel: https://rajatvd.github.io/NTK
Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
PyMCubes
Marching cubes (and related tools) for Python
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
sdf
Parallelized triangle mesh --> continuous signed distance field on CPU
tiny-cuda-nn
Lightning fast C++/CUDA neural network framework
Workshops-2020-2021
Workshops for 2020-2021 school year