ml:diffusion_models

This is an old revision of the document!

Table of Contents

Diffusion Models

Diffusion Models

Overviews

Yang et al 2022 - Diffusion Models: A Comprehensive Survey of Methods and Applications
In NLP
- Zhu & Zhao 2023 - Diffusion Models in NLP: A Survey
- Zou et al 2023 - Survey of Diffusion Models in Natural Language Processing

Key Papers

Ho et al 2020 - Denoising Diffusion Probabilistic Models The one that started it all (for image generation)

Image and Video Generation

Saharia et al 2021 - Image Super-Resolution via Iterative Refinement
Stable Diffusion: Rombach et al 2021 - High-Resolution Image Synthesis with Latent Diffusion Models
Blattmann et al 2023 - Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Diffusion Models in NLP

Related Pages

ml/diffusion_models.1743927801.txt.gz · Last modified: 2025/04/06 08:23 by jmflanig