Ellen D. Zhong

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Reconstruction Process

Lessons Learned

Protein Structure

Top Venues

J. Comput. Aided Mol. Des.

Publications

Axel Levy, Eric R. Chan, Sara Fridovich-Keil, Frédéric Poitevin, Ellen D. Zhong, Gordon Wetzstein
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors. CoRR (2024)
Axel Levy, Gordon Wetzstein, Julien N. P. Martel, Frédéric Poitevin, Ellen D. Zhong
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM. CoRR (2022)
Axel Levy, Gordon Wetzstein, Julien N. P. Martel, Frédéric Poitevin, Ellen D. Zhong
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM. NeurIPS (2022)
Ellen D. Zhong, Adam Lerer, Joseph H. Davis, Bonnie Berger
CryoDRGN2: Ab initio neural reconstruction of 3D protein structures from real cryo-EM images. ICCV (2021)
Brian Hie, Ellen D. Zhong, Bryan Bryson, Bonnie Berger
Learning Mutational Semantics. NeurIPS (2020)
Ellen D. Zhong, Tristan Bepler, Joseph H. Davis, Bonnie Berger
Reconstructing continuous distributions of 3D protein structure from cryo-EM images. ICLR (2020)
Ellen D. Zhong, Tristan Bepler, Joseph H. Davis, Bonnie Berger
Reconstructing continuously heterogeneous structures from single particle cryo-EM with deep generative models. CoRR (2019)
Tristan Bepler, Ellen D. Zhong, Kotaro Kelley, Edward Brignole, Bonnie Berger
Explicitly disentangling image content from translation and rotation with spatial-VAE. NeurIPS (2019)
Tristan Bepler, Ellen D. Zhong, Kotaro Kelley, Edward Brignole, Bonnie Berger
Explicitly disentangling image content from translation and rotation with spatial-VAE. CoRR (2019)
Michael R. Shirts, Christoph Klein, Jason M. Swails, Jian Yin, Michael K. Gilson, David L. Mobley, David A. Case, Ellen D. Zhong
Erratum to: Lessons learned from comparing molecular dynamics engines on the SAMPL5 dataset. J. Comput. Aided Mol. Des. 31 (8) (2017)
Michael R. Shirts, Christoph Klein, Jason M. Swails, Jian Yin, Michael K. Gilson, David L. Mobley, David A. Case, Ellen D. Zhong
Lessons learned from comparing molecular dynamics engines on the SAMPL5 dataset. J. Comput. Aided Mol. Des. 31 (1) (2017)