Regina Barzilay
MIT professor and Jameel Clinic AI faculty lead; pioneer of AI for cancer screening and drug discovery.
- Role
- professor
- Currently at
- MIT CSAIL
- Scholar
- scholar.google.com/citations
- Papers
- 12
Cite
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Authored papers
12Deep Confident Steps to New Pockets: Strategies for Docking Generalization
arXiv 2024
Dirichlet Flow Matching with Applications to DNA Sequence Design
arXiv 2024
SE(3) diffusion model with application to protein backbone generation
arXiv 2023
Improving Protein Optimization with Smoothed Fitness Landscapes
arXiv 2023
Conformal Language Modeling
arXiv 2023
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction
arXiv 2022
MolScribe: Robust Molecular Structure Recognition with Image-To-Graph Generation
arXiv 2022
Crystal Diffusion Variational Autoencoder for Periodic Material Generation
crystal-diffusion-variational-autoencoder-for
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
NAACL 2021 4
Analyzing Learned Molecular Representations for Property Prediction
arXiv 2019
Educating Text Autoencoders: Latent Representation Guidance via Denoising
ICML 2020 1
Junction Tree Variational Autoencoder for Molecular Graph Generation
junction-tree-variational-autoencoder-for-1
Affiliations
Frequent co-authors
10from 12 papers