Machine Learning, Diffusion Models, Drug Discovery.
put, a diffusion model is a type of generative model that establishes a Markov chain of progressive noising, or ‘diffusion’ steps. In these steps, random Gaussian noise is added to real data until the original sample is unrecognisable. The next step is to train a model, typically a neural network,