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Behind the Scenes of GANs, VAEs and Flow-based Generative Models
About This Webinar
You probably heard about the cool things you can do with GANs and VAEs and some of you may even heard about flow-based generative models - but how well do you really understand how they work behind the scenes? What are their inherent strengths and weaknesses?
In this talk we will start with the basics - what are generative models and how each type of them works. Then we will dive into each one of them: the math and probabilistic interpretation, pros and cons compared to others, and see how SOTA papers are handling the limitations of the vanilla method they are based on.
Who can view: Everyone
Webinar Price: Free
Featured Presenters
Computer Vision Researcher
Sima Sabah is a senior Computer Vision Researcher, combining deep learning techniques and classical computer vision expertise to solve challenging problems.
She holds a M.Sc. in Computer Science from Weizmann Institute, where she researched similarity in videos and discovered the wonders of singing acapella, and a B.Sc. in both Physics and Electrical Engineering from the Technion.
Her passion is teaching computers how to see and reason with the world, and she enjoys exploring all the awesome things AI enables us to do.
She holds a M.Sc. in Computer Science from Weizmann Institute, where she researched similarity in videos and discovered the wonders of singing acapella, and a B.Sc. in both Physics and Electrical Engineering from the Technion.
Her passion is teaching computers how to see and reason with the world, and she enjoys exploring all the awesome things AI enables us to do.
Hosted By
AIAI began its journey over 10 years ago with a vision of building an independent knowledge-sharing platform for AI experts and machine scientists from around the world. Fast-forward to today and 300,000 members later, our network has grown substantially and is only increasing every single day - the global AI ecosystem is already on board, now it’s your turn.
Our mission
Our mission is to help develop the next generation of machine intelligence specifically focusing on accelerating AI at the edge. For new and groundbreaking start-ups, we want to inspire and inform your journey, and for those giants in the space, we want to provide the tools you need to innovate and continue to propel your growth.
What we do
Since our inception, we’ve achieved a great deal. But we don’t rest on our laurels. We’re constantly looking for ways in which we can evolve and further engage, educate, and inspire our community. Got an idea? Great. We’d love to hear from you.
Our mission
Our mission is to help develop the next generation of machine intelligence specifically focusing on accelerating AI at the edge. For new and groundbreaking start-ups, we want to inspire and inform your journey, and for those giants in the space, we want to provide the tools you need to innovate and continue to propel your growth.
What we do
Since our inception, we’ve achieved a great deal. But we don’t rest on our laurels. We’re constantly looking for ways in which we can evolve and further engage, educate, and inspire our community. Got an idea? Great. We’d love to hear from you.
Attended
(120)
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