Point-NeRF: Point-based Neural Radiance Fields

PlenOctrees: NeRF-SH Training & Conversion

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

Direct voxel grid optimization for fast radiance field reconstruction.

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

Open source code for the paper of Neural Sparse Voxel Fields.

Instant neural graphics primitives: lightning fast NeRF and more

Tensorflow framework for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 2D or 3D keypoints, and how to generate textured head meshes from Ima…

Supplemental learning materials for "Fourier Feature Networks and Neural Volume Rendering"

Latex code for making neural networks diagrams

Vector (and Scalar) Quantization, in Pytorch

(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

Code release for NeuS

Image Deblurring using Generative Adversarial Networks

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Multi-Joint dynamics with Contact. A general purpose physics simulator.

UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning

Official PyTorch implementation of StyleGAN3

reinforcement learning from randomized simulations

An easy-to-use reinforcement learning library for research and education.

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

PFRL: a PyTorch-based deep reinforcement learning library

A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network

RE3: State Entropy Maximization with Random Encoders for Efficient Exploration

Code for FOCAL Paper Published at ICLR 2021