Search Results for author: Carlos X. Hernández

Found 2 papers, 2 papers with code

Using Deep Learning for Segmentation and Counting within Microscopy Data

1 code implementation28 Feb 2018 Carlos X. Hernández, Mohammad M. Sultan, Vijay S. Pande

Cell counting is a ubiquitous, yet tedious task that would greatly benefit from automation.

Variational Encoding of Complex Dynamics

2 code implementations23 Nov 2017 Carlos X. Hernández, Hannah K. Wayment-Steele, Mohammad M. Sultan, Brooke E. Husic, Vijay S. Pande

Recent work in the field of deep learning has led to the development of variational autoencoders (VAE), which are able to compress complex datasets into simpler manifolds.

Protein Folding Time Series +1

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