Outline for our first blogpost

[AakashKumarNain]

We need to list down all the major things that we want to include in Part-1

[rish-16]

I feel it'd be a good move to have a primer on probability distributions (especially probability integrals, etc.) and statistics before we get into HOW we use them for diffusion models.

Also, we need a huge "glossary" of symbols and notations we'll be using for the article.

[AakashKumarNain]

Can we restrict the space to the terms that are used for diffusion models? We can always add other as we move on

[rish-16]

Definitely, Iet's focus on structure first then

[AakashKumarNain]

Here is a rough sketch:

1. Primer on RV, Likelihood, Multi-variate Gaussian, Isotropic Gaussian
2. Very short introduction to generative models along with the disadvantages
3. Reparameterization trick

Let me know what you think

[rish-16]

Sounds good, I can take care of random variables and more of the coding side of things. I'm not as familiar with the heavy probability math since I haven't studied that stuff in college yet 😅

[AakashKumarNain]

Haha no worries. I will take care of the rest of the terms. Let's aim to finish our first draft by next week

[rish-16]

Can I please have 2 weeks instead? Something important came up this week at work and I have to rush it 😅

[AakashKumarNain]

Sure. No rush at all