NOFT fine-tunes the Gaussian noise latent at test time with a 14K-parameter optimal-transport information bottleneck, producing diverse but content-preserving variations from a single diffusion model without extra control signals.
Information bottleneck disentanglement for identity swapping,
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NOFT: Test-Time Noise Finetune via Information Bottleneck for Highly Correlated Asset Creation
NOFT fine-tunes the Gaussian noise latent at test time with a 14K-parameter optimal-transport information bottleneck, producing diverse but content-preserving variations from a single diffusion model without extra control signals.