Neural Rendering and Beyond

Blog Posts of My Research Interest

Deep Dive into 3D Latent Diffusion

ShapeVAE, Trellis and Hunyuan3D

March 02, 2025

Neural Rendering Beyond Photography

NeRF for Tomography & Tip for NeRF Viewer

January 06, 2025

Add Gaussian Splatting to Your Website

Tutorial for GS Scene w/ Three-js

September 17, 2024

Don't Rasterize, But Ray Trace 3D Gaussian

In-Depth Review of 3D Gaussian Ray Tracing by NVIDIA

August 23, 2024

A Comprehensive Analysis of Gaussian Splatting Rasterization

Understanding 3D GS's Rasterization Algorithm

August 08, 2024

Radiance Fields from Deep-based Structure-from-Motion

Comparison of VGGSfM & MAsT3R

July 21, 2024

Under the 3D: Geometrically Accurate 2D Gaussian Splatting

Detailed Review of 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

June 02, 2024

Is Diffusion's Estimated Depth Really Good?

Making Mesh from Estimated Depth Map by Diffusion

April 26, 2024

Can Sora Understand 3D?

Radiance Fields Reconstruction from Video Generative AI

Febrary 26, 2024

Can NeRF be Used in Game?

Explore Limitations of NeRF

November 30, 2023

Instant-NGP Review & Re-Implementation

Review of Instant-NGP and PyTorch Re-Implementation

Febrary 02, 2023

Why Positional Encoding Makes NeRF more Powerful

Review of Fourier Features Let Networks Learn High-Frequency Functions in Low-Dimensional Domains

November 28, 2021



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