The Annotated Diffusion Model

Diffusion Models Live Event

A Mathematical Introduction to Diffusion Models

arXiv:2607. 01693v1 Announce Type: new Abstract: These notes give a proof-oriented introduction to diffusion models from the viewpoint of sampling, tracing a single arc from classical sampling dynamics to modern diffusion samplers, their error analysis, and inference-time control.

Japanese Stable Diffusion

SegMoE: Segmind Mixture of Diffusion Experts

VQ-Diffusion

Information Spreading in Diffusion Models from Effective Field Theory

arXiv:2608. 14308v1 Announce Type: cross Abstract: We study score-matching diffusion models with a convolutional architecture.

Diffusion Models in Simulation-Based Inference: A Tutorial Review

arXiv:2512. 20685v3 Announce Type: replace-cross Abstract: Diffusion models have recently emerged as powerful learners for simulation-based inference (SBI), enabling fast and accurate estimation of latent parameters from simulated and real data.

Not Every Time and Frequency Need to Be Forgotten in Diffusion Unlearning

arXiv:2510. 17917v2 Announce Type: replace-cross Abstract: Data unlearning aims to remove the influence of specific training samples from a trained model.

Stable Diffusion with 🧨 Diffusers

Simulation-free and finite-time diffusion model

arXiv:2608. 03117v1 Announce Type: new Abstract: The performance of generative diffusion models is determined by the choice of the reference diffusion process connecting the empirical and prior distributions.

Fine-tuning Stable Diffusion models on Intel CPUs

Accelerating Stable Diffusion Inference on Intel CPUs