Latent Diffusion Models (Stable Diffusion)
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Tags: knowledge
Overview
Related fields
Introduction
Theoretical References
Papers
- [2112.10752] High-Resolution Image Synthesis with Latent Diffusion Models
- Stable Diffusion original paper
- Blogpost
- [2311.17042] Adversarial Diffusion Distillation
- Same authors for SD, introducing faster SD models using Adversarial Diffusion Distillation (ADD)
- consists of 2 parts, adversarial loss and Score Distillation Sampling loss
- SDS introduced in [2209.14988] DreamFusion: Text-to-3D using 2D Diffusion
- lllyasviel/ControlNet: Let us control diffusion models!
- KU-CVLAB/Self-Attention-Guidance: Improving Sample Quality of Diffusion Models Using Self-Attention Guidance (ICCV 2023)
- google/dreambooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
- tencent-ailab/IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models