feifeiobama / RectifID

[NeurIPS 2024] RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
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Theorical Understanding of RectifID #6

Closed Oguzhanercan closed 1 month ago

Oguzhanercan commented 2 months ago

Hi, it was hard to understand, but intuitively I was able to understand the paper (I spent huge time to understand equations). Can you suggest me the relative books or courses to understand differential eqs in context of diffusion models, flow based diffusion models, velocity concept?

feifeiobama commented 2 months ago

I recommend reading the original papers (DDPM, Score SDE, EDM, Rectified Flow, Flow Matching), but the following material may also be helpful:

Oguzhanercan commented 2 months ago

I have already read relative papers, but still I did not fully understand the subject in depth.

feifeiobama commented 2 months ago

Put faith in yourself :)

Oguzhanercan commented 1 month ago

working on it :)