Ambient Proteins - Training Diffusion Models on Noisy Structures

NeurIPSSpotlight2025

Authors
Giannis Daras, Jeffrey Ouyang-Zhang, Krithika Ravishankar, Constantinos Costis Daskalakis, Adam Klivans, Daniel Jesus Diaz
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

We present Ambient Protein Diffusion, a framework for training protein diffusion models that generates structures with unprecedented diversity and quality…

Opening excerpt from the authors’ abstract. source

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Topics

diffusion protein

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