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Jun S. Liu

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#machine learning Preprint Oct 2026

BridgeTwist: Twisting Schr\"odinger Bridges for Training-Free Conditional Sampling

Generative models are often required to serve many downstream conditional tasks. In the training-free setting, a pretrained unconditional model is reused as a prior and combined with a task-specific likelihood to sample from the corresponding posterior. While such training-free samplers have been developed for diffusio...

Meng-Yu Li, Q. Qu, Jun S. Liu · 0 citations

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