Paper Reading: (Stable Diffusion) High-Resolution Image Synthesis with Latent Diffusion Models

As Stable Diffusion 3, the new text-to-image diffusion model from Stability AI is released, we look at the original latent diffusion model (LDM) paper that got the ball rolling. We cover how diffusion models produce stunningly photorealistic images from any textual prompt, and delve into the core concepts that power them.

We will cover:

• Variational Auto-Encoders (Background)
• Denoising Diffusion Probabilistic Models (DDPM paper)
• Latent Diffusion Models (LDM paper)

How to join:

Join via Teams link.

• Meeting ID: 310 267 993 213
• Passcode: z773PU

Your host:

Hemang Chawla is an applied scientist in computer vision focusing on anti-counterfeiting at Scantrust. He has previous worked in the domains of robotics and mapping for ADAS, and has published several papers at top conferences such as ICRA, IROS, and WACV.

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