Paper Review

Always Seeking New Knowledge

3DGS Code Review

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

21 min read · 2024

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

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

MonST3R

A Simple Approach for Estimating Geometry in the Presence of Motion (ICLR 2025)

17 min read · January 22, 2025

2025 · dynamic GS geometry SfMfree · 3d-view-synthesis
Dynamic Gaussian Marbles

Dynamic Gaussian Marbles for Novel View Synthesis of Casual Monocular Videos (SIGGRAPH 2024)

16 min read · January 16, 2025

2025 · Gaussian Marble degree freedom dynamic view synthesis · 3d-view-synthesis
Feed Forward Bullet Time Reconstruction

Feed Forward Bullet Time Reconstruction of Dynamic Scenes from Monocular Videos (CVPR 2025)

20 min read · January 10, 2025

2025 · general dynamic GS view synthesis · 3d-view-synthesis
CUDA Programming

.cu coding

8 min read · December 29, 2024

2024 · CUDA GPU kernel parallel · others
3DGS Code Review

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

21 min read · December 29, 2024

2024 · 3DGS code · 3d-view-synthesis