CDS combines parallel tempering for initial exploration with exact diffusion transport via conditional interpolants to sample unnormalized multimodal distributions more efficiently.
To obtain the Mean HVR of a method, we average the HVR corresponding to that method over the selected metrics and targets
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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.