Xinghua Lou

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

Dileep George, Wolfgang Lehrach, Ken Kansky et al. · Science · 2017 · 291 citations

Artificial Intelligence, Generative Vision Model, Engineering +21

Oct4 is required for lineage priming in the developing inner cell mass of the mouse blastocyst

Gloryn Chia, Silvia Muñoz‐Descalzo, Agata Kurowski et al. · Development · 2014 · 186 citations · Full text

Genetics, Reproductive Biology, Early Embryos +17

Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics

Ken Kansky, Tom Silver, David A. Mély et al. · arXiv (Cornell University) · 2017 · 150 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

A Rapid and Efficient 2D/3D Nuclear Segmentation Method for Analysis of Early Mouse Embryo and Stem Cell Image Data

Xinghua Lou, Min‐Jung Kang, Panagiotis Xenopoulos et al. · Stem Cell Reports · 2014 · 125 citations · Full text

Hexicon 2: Automated Processing of Hydrogen-Deuterium Exchange Mass Spectrometry Data with Improved Deuteration Distribution Estimation

Robert Lindner, Xinghua Lou, Jochen Reinstein et al. · Journal of the American Society for Mass Spectrometry · 2014 · 50 citations · Full text

Molecular Biology, Chemistry, Bioinformatics Database +19