SDE Matching is truly something exceptional. First ever algorithm capable of learning partially observed diffusions (Latent SDEs) from data without resorting to simulation or discretisation of the SDE!
#SDE #Diffusion #Flow #GenerativeAI
📢Presenting SDE Matching🔥🔥🔥
🚀We extend diffusion models to construct a simulation-free framework for training Latent SDEs. It enables sampling from the exact posterior process marginals without any numerical simulations.
📜: arxiv.org/abs/2502.02472
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