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Thermodynamic Integration along energy-based Diffusion Models

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If you have a question about this talk, please contact Eszter Varga-Umbrich .

I will talk about Neural TI, a method we proposed (2406.02313) to augment generative diffusion models with the ability to estimate the free energy of the target Boltzmann distribution. Time permitting, I will also mention an extension for estimating free energy differences using stochastic interpolants (2410.15815).

This talk is part of the Lennard-Jones Centre series.

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