Diffusion Tutorials (Enhanced Chinese Edition) — A Chinese-translated and theory-enhanced version of tsmatz/diffusion-tutorials, bridging diffusion model theory (DDPM/SMLD/SDE) with practical PyTorch implementations.

南京农业大学本科记忆——毕业设计—— 扩散模型算法研究——Diffusion Models for Bovine Mastitis Image Generation and Augmentation（Benchmark DDPM /LDM/DDPM_VARIANCE) model checkpoint.pth download on this website

A PyTorch implementation of Denoising Diffusion Probabilistic Models (DDPM) that trains a UNet with self-attention to generate images by learning to reverse a gradual noising process, transforming random Gaussian noise into coherent images through iterative denoising steps.

Hands-on exploration of diffusion models — training a UNet-based DDPM on butterfly images to understand the forward/reverse diffusion process from the ground up.

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Explore扩散模型中文教程，系统讲解DDPM、SMLD、SDE与CFG，串联数学原理、PyTorch代码和采样实现