Machine Learning, Diffusion Models, Drug Discovery.
only need to approximate the mean of the noise added to the data during the forward process ϵₜ, which is done using a denoising neural network ϵ_θ(xt, t). While the exact derivation of the training objective is complex, we can simplify by saying that our training objective is to minimise the