Paper Review

Always Seeking New Knowledge

DUSt3R

Geometric 3D Vision Made Easy (CVPR 2024)

13 min read · 2024

pixelSplat

3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction (CVPR 2024)

11 min read · 2024

MipNeRF

A Multiscale Representation for Anti-Aliasing Neural Radiance Fields

27 min read · 2024

3D Gaussian Splatting

3D Gaussian Splatting for Real-Time Radiance Field Rendering (SIGGRAPH 2023)

35 min read · 2024

DDPM

Diffusion Study

21 min read · 2024

NeRF

representing scenes as neural radiance fields for view synthesis

22 min read · 2024

WandB

WandB Tutorial

4 min read · October 09, 2024

2024 · wandb log sweep · others
NeRF in the Wild

Neural Radiance Fields for Unconstrained Photo Collections (CVPR 2021)

7 min read · October 08, 2024

2024 · nerf static transient uncertainty · 3d-view-synthesis
Neuralangelo (and InstantNGP)

High-Fidelity Neural Surface Reconstruction (CVPR 2023)

8 min read · September 30, 2024

2024 · 3d surface hash grid numerical gradient · 3d-view-synthesis
TensoRF

Tensorial Radiance Fields (ECCV 2022)

8 min read · September 17, 2024

2024 · radiance field tensor decomposition · 3d-view-synthesis
4D Gaussian Splatting (and HexPlane)

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering (CVPR 2024)

21 min read · September 14, 2024

2024 · GS 4d dynamic rendering · 3d-view-synthesis