Blog

Writings on machine learning, diffusion models, and AI research.

001

Training Diffusion Models from Scratch

Medium

2026

A comprehensive guide to understanding and implementing diffusion models from the ground up. Covers the mathematical foundations, practical implementation details, and training strategies for building your own diffusion model using PyTorch.

Diffusion ModelsPyTorchDeep LearningGenerative AI

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002

Exploring 3D Gaussian Splatting

Medium

2024

An exploration of 3D Gaussian Splatting, a revolutionary technique for real-time rendering and 3D reconstruction. Covers the core concepts, implementation details, and practical applications of this cutting-edge computer graphics method.

3D VisionGaussian SplattingComputer GraphicsReal-time Rendering

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