CDS combines parallel tempering for initial exploration with exact diffusion transport via conditional interpolants to sample unnormalized multimodal distributions more efficiently.
Using Property 1 withµ=δ z: K n F (δz) =F# K n(F −1#δz) =F# (K n(δx0)),(82) wherex 0 =F −1(z)
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Conditional Diffusion Sampling
CDS combines parallel tempering for initial exploration with exact diffusion transport via conditional interpolants to sample unnormalized multimodal distributions more efficiently.