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Bending Probability Distributions to Our Will!
VAEs have changed how we generate images & videos with modern diffusion models. Let's implement a basic one completely from scratch with PyTorch.
Timestamps:
00:00 - Intro
01:04 - Task
03:06 - Naive Attempt
06:35 - Reparameterization Trick
09:48 - KL Divergence
12:45 - MNIST
12:40 - ELBO Equation
Code for Video: https://github.com/Sourish07/Variational-Autoencoders
Видео Bending Probability Distributions to Our Will! канала Sourish Kundu
Timestamps:
00:00 - Intro
01:04 - Task
03:06 - Naive Attempt
06:35 - Reparameterization Trick
09:48 - KL Divergence
12:45 - MNIST
12:40 - ELBO Equation
Code for Video: https://github.com/Sourish07/Variational-Autoencoders
Видео Bending Probability Distributions to Our Will! канала Sourish Kundu
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1 октября 2025 г. 10:36:32
00:14:45
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