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From Still to Motion: How Diffusion Models Learned to Generate Videos

Extending image diffusion to the temporal dimension — from 2D noise to coherent video, one frame at a time.

intermediate~4 hours3 notebooksThe Flipbook IntuitionWhat Makes Video Different from Images?The Naive Approach — Why Frame-by-Frame FailsExtending the Diffusion Framework to VideoThe Architecture — How Neural Networks Learn Space and Time

Curator of this Module

Dr. Rajat Dandekar

Dr. Rajat Dandekar

Course Instructor

Dr. Rajat Dandekar is a researcher and educator specializing in AI/ML, with a passion for making complex concepts accessible through intuitive explanations and hands-on learning.

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Learning Path

Article
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Notebook 1
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Notebook 2
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Notebook 3
Case Study
Certificate