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

Spacetime Gaussian

Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis (CVPR 2024)

9 min read · February 08, 2025

2025 · dynamic 3DGS · 3d-view-synthesis
SplineGS

Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video (CVPR 2025)

21 min read · February 06, 2025

2025 · dynamic colmap free motion adaptive monocular · 3d-view-synthesis
NoPoSplat

Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images (ICLR 2025)

14 min read · February 03, 2025

2025 · dynamic GS SfMfree · 3d-view-synthesis
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