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Machine Learning
Generative Models
Generative Models
VAEs, flows, diffusion models, and generative training objectives
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Practice Problems
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What characterises posterior collapse in a VAE?
Which density formula is correct for a normalizing flow?
What is predicted in the common simplified DDPM objective?