The Foundations of Stable Diffusion
Episode 3, Apr 06, 2023, 04:00 AM
In this podcast episode, Rafael and Marcia host Dr Catarina Carvalho, Computer Vision Senior Data Scientist, and Generative AI ambassador and Data Scientist Sónia Marques from Deeper Insights, to discuss the paper "High-Resolution Image Synthesis with Latent Diffusion Models”, published at CVPR 2022.
Join Rafael and Marcia as they welcome Dr. Catarina Carvalho, a Senior Data Scientist specializing in Computer Vision, and Sónia Marques, a Data Scientist and Generative AI ambassador, both from Deeper Insights. Together, they will delve into the fascinating world of Stable Diffusion and generative image creation. In this episode, they discuss the 2022 paper "High-Resolution Image Synthesis with Latent Diffusion Models," which examines how latent diffusion models (LDMs) enhance image synthesis by using diffusion models in the latent space of pre-trained autoencoders, improving visual fidelity, reducing computational demands, and achieving high performance across multiple tasks.
A special thank you to Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Bjorn Ommer for their contributions to this month's paper. Don't miss out on this enlightening conversation about generative image creation. If you are interested in reading the paper for yourself, please check this link: https://arxiv.org/pdf/2112.10752.pdf
For more information on all things artificial intelligence, machine learning, and engineering for your business please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.
A special thank you to Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Bjorn Ommer for their contributions to this month's paper. Don't miss out on this enlightening conversation about generative image creation. If you are interested in reading the paper for yourself, please check this link: https://arxiv.org/pdf/2112.10752.pdf
For more information on all things artificial intelligence, machine learning, and engineering for your business please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.