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Christopher Kolloff

1 paper hereh-index 328 citations5 works total

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  • first author1

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  • stat.ML1

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collaborators

1 paper

stat.ML2025

Minimum-Excess-Work Guidance

Christopher Kolloff, Tobias Höppe, Emmanouil Angelis +4

We propose a regularization framework inspired by thermodynamic work for guiding pre-trained probability flow generative models (e.g., continuous normalizing flows or diffusion mod…

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