DataHour: Diffusion Model Fundamentals and Various Applications
DataHour: Diffusion Model Fundamentals and Various Applications
07 Sep 202315:09pm - 07 Sep 202316:09pm
DataHour: Diffusion Model Fundamentals and Various Applications
About the Event
Discover the transformative world of image generation that has captivated creatives and permeated daily life. Generative Models, the driving force behind this evolution, have broken free from academia to reshape our reality. Dive into the essence of generative modelling, encompassing VAEs, GANs, and Flow Models, which have a long history.
Enter Diffusion Models, a game-changer that democratized generative modelling. These models deliver astonishing outcomes with simplicity in learning and training. Yet, their intricate mathematical foundation can seem daunting, creating a barrier to entry. In this talk, we will also look at some non-image use cases of diffusion models and what it takes to apply diffusion models on arbitrary data structures, which is often the case in industrial setups. We will also look at some peculiar use cases of the diffusion model, which are beyond "just generation".
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
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