5 citations · 5 across the 2 of their papers we have counts for
3 papers
LenSiam: Self-Supervised Learning on Strong Gravitational Lens Images
Po-Wen Chang, Kuan-Wei Huang, Joshua Fagin +2
Self-supervised learning has been known for learning good representations from data without the need for annotated labels. We explore the simple siamese (SimSiam) architecture for…
Strong Gravitational Lensing Parameter Estimation with Vision Transformer
Kuan-Wei Huang, Geoff Chih-Fan Chen, Po-Wen Chang +4
Quantifying the parameters and corresponding uncertainties of hundreds of strongly lensed quasar systems holds the key to resolving one of the most important scientific questions:…
Thermal Loop Effects on Large-Scale Curvature Perturbation in the Higgs Inflation
Po-Wen Chang, Cheng-Wei Chiang, Kin-Wang Ng
It is known that the Higgs potential in the Standard Model can drive a successful inflation as long as the Higgs field couples non-minimally to gravity. It is then inevitable to ta…