Wonbong Jang (Won)'s repositories
nvist_official
(CVPR 2024) NViST: In the wild New View Synthesis from a Single Image with Transformers
colorization
Sampling Using Neural Network - Colorization
mnist_wgan_gp
WGAN-GP for MNIST
awesome-NeRF
A curated list of awesome neural radiance fields papers
bundle-adjusting-NeRF
BARF: Bundle-Adjusting Neural Radiance Fields š¤® (ICCV 2021 oral)
FLAME_PyTorch
This is a implementation of the 3D FLAME model in PyTorch
HashNeRF-pytorch
Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/
implicit-slam
Dense SLAM with an Implicit Neural Representation
mipnerf
My implementation of Mip-NeRF
ml-topics-colab
Colab Notebooks covering some ML(CV) topics
N3F
Official PyTorch Implementation of Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
NSVF
Open source code for the paper of Neural Sparse Voxel Fields.
nvist_webpage
test_web
plenoctree
PlenOctrees: NeRF-SH Training & Conversion
prml
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
rl-code
Python Implementation of Reinforcement Learning: An Introduction
svox2
Plenoxels: Radiance Fields without Neural Networks, Code release WIP
TensoRF
[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields
ucl-prism-cs-cluster
Example scripts for incomming MSc students.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers