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

DDIM SDS DDS PDS

Basic Generative Model

6 min read · April 21, 2025

2025 · diffusion DDIM SDS DDS PDS · generative
3DDST

Generating Images with 3D Annotations Using Diffusion Models (ICLR 2024 Spotlight)

11 min read · April 14, 2025

2025 · postprocessing single step diffusion · 3d-view-synthesis
7DGS (6DGS)

Unified Spatial-Temporal-Angular Gaussian Splatting

9 min read · April 08, 2025

2025 · postprocessing single step diffusion · 3d-view-synthesis
Difix3D+

Improving 3D Reconstructions with Single-Step Diffusion Models (CVPR 2025)

19 min read · March 15, 2025

2025 · postprocessing single step diffusion · 3d-view-synthesis
Radiant Foam

Real-Time Differentiable Ray Tracing

10 min read · February 26, 2025

2025 · 3DGS ray tracing voronoi diagram · 3d-view-synthesis