Sicheng Li's repositories
torch-ngp
A pytorch CUDA extension implementation of instant-ngp, with a GUI.
tiny-cuda-nn
Lightning fast C++/CUDA neural network framework
HashNeRF-pytorch
Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/
pytorch-styleguide
An unofficial styleguide and best practices summary for PyTorch
NSRR-PyTorch
[Not working] PyTorch version of the paper 'Neural Supersampling for Real-time Rendering' by Facebook Reality Labs (2020)
vmaf
Perceptual video quality assessment based on multi-method fusion.
CompressAI
A PyTorch library and evaluation platform for end-to-end compression research
QmapCompression
Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
NSVF
Open source code for the paper of Neural Sparse Voxel Fields.
Awesome-Learning-MVS
A list of awesome learning-based multi-view stereo papers
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
compression
Data compression in TensorFlow
awesome-NeRF
A curated list of awesome neural radiance fields papers
kilonerf
Code for KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs
nex-code
Code release for NeX: Real-time View Synthesis with Neural Basis Expansion
nerf
Code release for NeRF (Neural Radiance Fields)
neuralbody
Code for "Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans"
Neural-Scene-Flow-Fields
PyTorch implementation of paper "Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes"
nonrigid_nerf
Open source repository for the code accompanying the paper 'Non-Rigid Neural Radiance Fields Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video'.
ArithmeticEncodingPython
Data Compression using Arithmetic Encoding in Python
impersonator
PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
matryodshka
Main repo for ECCV 2020 paper MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images. visual.cs.brown.edu/matryodshka
FGVC
[ECCV 2020] Flow-edge Guided Video Completion
FreeViewSynthesis
Code repository for "Free View Synthesis", ECCV 2020.
RFR-Inpainting
The source code for CVPR 2020 accepted paper "Recurrent Feature Reasoning for Image Inpainting"