all of diffusion math, from scratch
Автор: Isaac Bautista
Загружено: 2025-05-19
Просмотров: 3766
I made this video without a script so at times some technical mistakes slipped out, I corrected them with red text, open to feedback. Also there are some glitches with the audio, I don't understand where they come from since the recordings are ok. I'll investigate and fix them.
00:00:00 Intro
Local Stable Diffusion Code: https://colab.research.google.com/dri...
00:04:07 What is Diffusion?
00:07:14 Statistical Physics
01:06:21 Stochastic Processes
01:38:07 Data Distributions
02:08:36 Deep Unsupervised Learning Using Non Equilibrium Thermodynamics
02:52:12 UNet
Notes: https://infini.computer/canvas/jn7c1p...
Code:
https://colab.research.google.com/dri...
https://colab.research.google.com/dri...
03:58:35 DDPM
Notes: https://infini.computer/canvas/jn7dpb...
Code: https://colab.research.google.com/dri...
05:06:38 Improved DDPM
Notes: https://infini.computer/canvas/jn7fxb...
Code: https://colab.research.google.com/dri...
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