Search Results for author: Ellen Zhong

Found 3 papers, 1 papers with code

Latent Space Diffusion Models of Cryo-EM Structures

no code implementations25 Nov 2022 Karsten Kreis, Tim Dockhorn, Zihao Li, Ellen Zhong

The state-of-the-art method cryoDRGN uses a Variational Autoencoder (VAE) framework to learn a continuous distribution of protein structures from single particle cryo-EM imaging data.

Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy

no code implementations8 Jan 2022 Claire Donnat, Axel Levy, Frederic Poitevin, Ellen Zhong, Nina Miolane

Recent breakthroughs in high-resolution imaging of biomolecules in solution with cryo-electron microscopy (cryo-EM) have unlocked new doors for the reconstruction of molecular volumes, thereby promising further advances in biology, chemistry, and pharmacological research.

Learning Mutational Semantics

1 code implementation NeurIPS 2020 Brian Hie, Ellen Zhong, Bryan Bryson, Bonnie Berger

In many natural domains, changing a small part of an entity can transform its semantics; for example, a single word change can alter the meaning of a sentence, or a single amino acid change can mutate a viral protein to escape antiviral treatment or immunity.

Sentence valid

Cannot find the paper you are looking for? You can Submit a new open access paper.