From 84214004a3106736042f0bd881a864e9bd60ac12 Mon Sep 17 00:00:00 2001 From: Aayush Garg Date: Thu, 24 Aug 2023 12:43:56 +0530 Subject: [PATCH] update list --- READING_LIST.md | 24 +++++++++++++++--------- 1 file changed, 15 insertions(+), 9 deletions(-) diff --git a/READING_LIST.md b/READING_LIST.md index d45b472..af5169f 100644 --- a/READING_LIST.md +++ b/READING_LIST.md @@ -2,31 +2,37 @@ This document contains the suggested reading list of papers pertaining to Diffusion Models ## Fundamental papers -1. **Denoising Diffusion Probabilistic Models** +1. **Auto-Encoding Variational Bayes** + - https://arxiv.org/pdf/1312.6114 + +2. **Denoising Diffusion Probabilistic Models** - https://arxiv.org/abs/2006.11239 -2. **Improved Denoising Diffusion Probabilistic Models** +3. **Improved Denoising Diffusion Probabilistic Models** - https://arxiv.org/abs/2102.09672 -3. Generative Modeling by Estimating Gradients of the Data Distribution +4. Generative Modeling by Estimating Gradients of the Data Distribution - https://arxiv.org/abs/1907.05600 -4. **Score-Based Generative Modeling through Stochastic Differential Equations** +5. **Score-Based Generative Modeling through Stochastic Differential Equations** - https://arxiv.org/abs/2011.13456 -5. **Denoising Diffusion Implicit Models** +6. **Denoising Diffusion Implicit Models** - https://arxiv.org/abs/2010.02502 -6. **Diffusion Models Beat GANs on Image Synthesis** +7. **Diffusion Models Beat GANs on Image Synthesis** - https://arxiv.org/abs/2105.05233 -7. **Elucidating the Design Space of Diffusion-Based Generative Models** +8. **Elucidating the Design Space of Diffusion-Based Generative Models** - https://arxiv.org/abs/2206.00364 -8. **High-Resolution Image Synthesis with Latent Diffusion Models** +9. **Classifier-Free Diffusion Guidance** + - https://arxiv.org/abs/2207.12598 + +10. **High-Resolution Image Synthesis with Latent Diffusion Models** - https://arxiv.org/abs/2112.10752 -9. **SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis** +11. **SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis** - https://www.youtube.com/watch?v=kkYaikeLJd