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

CLIP

Contrastive Language-Image Pre-training

2 min read · September 03, 2024

2024 · contrastive image text · cv-tasks
DreamFusion (SDS loss)

Text-to-3D using 2D Diffusion (ICLR 2023)

22 min read · August 29, 2024

2024 · sds diffusion nerf 3d rendering · generative
GaussianEditor

Swift and Controllable 3D Editing with Gaussian Splatting (CVPR 2024)

8 min read · August 25, 2024

2024 · GS 3d editing · 3d-view-synthesis
COLMAP-Free 3D Gaussian Splatting

COLMAP-Free 3D Gaussian Splatting (CVPR 2024)

7 min read · August 24, 2024

2024 · COLMAP SfM GS depth pose rendering 3d · 3d-view-synthesis
Mip-NeRF 360

Unbounded Anti-Aliased Neural Radiance Fields

22 min read · August 11, 2024

2024 · nerf rendering 3d multiscale antialiasing · 3d-view-synthesis