Thermodynamic Integration along energy-based Diffusion Models

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• Balint Mate, University of Geneva
• Monday 02 December 2024, 14:00-14:30
• Zoom link: https://zoom.us/j/92447982065?pwd=RkhaYkM5VTZPZ3pYSHptUXlRSkppQT09.

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.

This talk is included in these lists:

• Hanchen DaDaDash
• Lennard-Jones Centre
• Zoom link: https://zoom.us/j/92447982065?pwd=RkhaYkM5VTZPZ3pYSHptUXlRSkppQT09

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