Stein, George

Self-supervised Representation Learning for Astronomical Images

Hayat, M. A., Stein, G., Harrington, P., Lukić, Z., & Mustafa, M. (2021) · The Astrophysical Journal Letters

Galaxies: Formation, Evolution, PhenomenaAstronomical Observations and Instrumentation

Cited by 79

Mining for Strong Gravitational Lenses with Self-supervised Learning

Stein, G., Blaum, J., Harrington, P., Medan, T., & Lukić, Z. (2022) · The Astrophysical Journal

Galaxies: Formation, Evolution, PhenomenaAstrophysical Phenomena and Observations

Cited by 52

A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues

Berger, P., & Stein, G. (2019) · Monthly Notices of the Royal Astronomical Society

Galaxies: Formation, Evolution, PhenomenaCosmology and Gravitation Theories

Cited by 50

Nonlinear 3D cosmic web simulation with heavy-tailed generative adversarial networks

Feder, R. M., Berger, P., & Stein, G. (2020) · Physical Review D

Galaxies: Formation, Evolution, PhenomenaCosmology and Gravitation Theories

Cited by 30

Self-supervised similarity search for large scientific datasets

Stein, G., Harrington, P., Blaum, J., Medan, T., & Lukic, Z. (2021) · arXiv

Galaxies: Formation, Evolution, PhenomenaDomain Adaptation and Few-Shot Learning

Cited by 13