Advanced Diffusion Techniques

Coming Soon

This example is planned for a future release. Check back for updates on advanced diffusion techniques.

Overview

This example will demonstrate:

• Classifier-free guidance
• Latent diffusion models
• Accelerated sampling (DDIM, DPM-Solver)
• Conditional diffusion with various conditions

Planned Features

• Text-conditioned diffusion
• Image inpainting
• Super-resolution
• ControlNet-style conditioning

Related Documentation

• Simple Diffusion
• Diffusion API
• Diffusion Concepts

References

• Ho & Salimans, "Classifier-Free Diffusion Guidance" (2022)
• Rombach et al., "High-Resolution Image Synthesis with Latent Diffusion Models" (2022)
• Song et al., "Denoising Diffusion Implicit Models" (2021)