CDS combines parallel tempering for initial exploration with exact diffusion transport via conditional interpolants to sample unnormalized multimodal distributions more efficiently.
Combining the upper and lower bounds confirms the equality: W1 Ft|z#µ1, Ft|z#µ2 =tW 1 (µ1, µ2).(94)
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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.