This document contains the suggested reading list of papers pertaining to Diffusion Models
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| Auto-Encoding Variational Bayes | Link | ✔️ | ✗ |
| Denoising Diffusion Probabilistic Models | Link | ✔️ | ✔️ |
| Denoising Diffusion Implicit Models | Link | ✔️ | ✔️ |
| Improved Denoising Diffusion Probabilistic Models | Link | ✔️ | ✔️ |
| Generative Modeling by Estimating Gradients of the Data Distribution | Link | ✗ | ✗ |
| Score-Based Generative Modeling through Stochastic Differential Equations | Link | ✗ | ✗ |
| Diffusion Models Beat GANs on Image Synthesis | Link | ✗ | ✗ |
| Elucidating the Design Space of Diffusion-Based Generative Models | Link | ✗ | ✗ |
| Classifier-Free Diffusion Guidance | Link | ✔️ | ✗ |
| High-Resolution Image Synthesis with Latent Diffusion Models | Link | ✔️ | ✗ |
| SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis | Link | ✔️ | ✔️ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| Null-text Inversion for Editing Real Images using Guided Diffusion Models | Link | ✔️ | ✔️ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| Progressive Distillation for Fast Sampling of Diffusion Models | Link | ✗ | ✗ |
| On Distillation of Guided Diffusion Models | Link | ✗ | ✗ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| Prompt-to-Prompt Image Editing with Cross Attention Control | Link | ✔️ | ✔️ |
| InstructPix2Pix: Learning to Follow Image Editing Instructions | Link | ✗ | ✗ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations | Link | ✗ | ✗ |
| Palette: Image-to-Image Diffusion Models | Link | ✔️ | ✗ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion | Link | ✔️ | ✗ |
| DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation | Link | ✔️ | ✗ |
| Adding Conditional Control to Text-to-Image Diffusion Models | Link | ✔️ | ✗ |
| LoRA: Low-Rank Adaptation of Large Language Models | Link | ✗ | ✗ |
| Key-Locked Rank One Editing for Text-to-Image Personalization | Link | ✗ | ✗ |
| T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models | Link | ✗ | ✗ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| Image Super-Resolution via Iterative Refinement | Link | ✔️ | ✗ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| Photoswap: Personalized Subject Swapping in Images | Link | ✔️ | ✗ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| TryOnDiffusion: A Tale of Two UNets | Link | ✔️ | ✗ |
| Papers | Archive Link | Read? | Notes |
|---|---|---|---|
| Video Diffusion Models | Link | ✗ | ✗ |
| DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion | Link | ✔️ | ✔️ |
| DisCo: Disentangled Control for Referring Human Dance Generation in Real World | Link | ✗ | ✗ |
| Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation | Link | ✗ | ✗ |