Yuseung (Phillip) Lee's repositories
rep-unsup3d
Reproducing the Unsup3D model (Wu et al., CVPR 20') as a project for CS492(A): Machine Learning for 3D Data
Cluster-MAAC
Code for applying clutering onto MAAC actor-critic algorithm for MARL. Project for CS470 (KAIST, Spring 22').
open3d-gif-visualization
GIF visualization code for mesh, point cloud using Open3D.
augmentation
A PyTorch based framework for Data Augmentation to Improve Robustness of DNNs
awesome-neural-rendering
A collection of resources on neural rendering.
Best-README-Template
An awesome README template to jumpstart your projects!
blobgan
Official PyTorch implementation of BlobGAN: Spatially Disentangled Scene Representations
colmap
COLMAP - Structure-from-Motion and Multi-View Stereo
Deep-Learning-Paper-Review-and-Practice
꼼꼼한 딥러닝 논문 리뷰와 코드 실습
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
maac-MPE
Code for applying clutering onto MAAC actor-critic algorithm for MARL. Project for CS470 (KAIST, Spring 22').
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
neurmips
Pytorch implementation of paper: "NeurMiPs: Neural Mixture of Planar Experts for View Synthesis"
OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
papers-of-interest
List of research papers that come to my interest.
PlaneFormers
[ECCV 2022] PlaneFormers: From Sparse View Planes to 3D Reconstruction
pointnerf
Point-NeRF: Point-based Neural Radiance Fields
SinNeRF
[ECCV 2022] "SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang
SparsePlanes
[ICCV 2021 (oral)] Planar Surface Reconstruction from Sparse Views
unsup3d-rep
Reproducing the Unsup3D model (Wu et al., CVPR 20') as a project for CS492(A): Machine Learning for 3D Data