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SUMMARY:SMBP Group Meeting: Luhuan Wu (CCM)
DTSTART:20250902T180000Z
DTEND:20250902T190000Z
DTSTAMP:20260817T102600Z
UID:indico-event-4091@indico.flatironinstitute.org
DESCRIPTION:Speaker:  Luhuan Wu (CCM)Topic:  Practical and Asymptotica
 lly Exact Conditional Sampling in Diffusion Models with Applications to Pr
 otein Design\nAbstract: This work develops an asymptotically exact condit
 ional sampler for diffusion generative models. The main idea relies on the
  Sequential Monte Carlo technique which simulates a weighted system of par
 ticles to approximate the exact conditional distribution. We apply our met
 hod to protein motif-scaffolding task and shows that it provides the state
 -of-the-art performance on a few benchmark problems.\n \nPaper Link: htt
 ps://arxiv.org/abs/2306.17775\n\nhttps://indico.flatironinstitute.org/even
 t/4091/
LOCATION:3rd Floor Classroom (162 Fifth Avenue)
URL:https://indico.flatironinstitute.org/event/4091/
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