From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation

Quanfeng Xu; Shiyin Shen; Rafael S. de Souza; Mi Chen; Renhao Ye; Yumei She; Zhu Chen; Emille E.~O. Ishida; Alberto Krone-Martins; Rupesh Durgesh

From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation

Quanfeng Xu, Shiyin Shen, Rafael S. de Souza, Mi Chen, Renhao Ye, Yumei She, Zhu Chen, Emille E.~O. Ishida, Alberto Krone-Martins, Rupesh Durgesh

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	arXiv:2303.08627
Journal	ArXiv e-prints
Publication status	Published - 1 Mar 2023

Keywords

Astrophysics - Astrophysics of Galaxies
Computer Science - Machine Learning

Cite this

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title = "From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation",

keywords = "Astrophysics - Astrophysics of Galaxies, Computer Science - Machine Learning",

author = "Quanfeng Xu and Shiyin Shen and {de Souza}, {Rafael S.} and Mi Chen and Renhao Ye and Yumei She and Zhu Chen and Ishida, {Emille E.~O.} and Alberto Krone-Martins and Rupesh Durgesh",

year = "2023",

month = mar,

day = "1",

language = "English",

pages = "arXiv:2303.08627",

journal = "ArXiv e-prints",

}

TY - JOUR

T1 - From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation

AU - Xu, Quanfeng

AU - Shen, Shiyin

AU - de Souza, Rafael S.

AU - Chen, Mi

AU - Ye, Renhao

AU - She, Yumei

AU - Chen, Zhu

AU - Ishida, Emille E.~O.

AU - Krone-Martins, Alberto

AU - Durgesh, Rupesh

PY - 2023/3/1

Y1 - 2023/3/1

KW - Astrophysics - Astrophysics of Galaxies

KW - Computer Science - Machine Learning

M3 - Article

SP - arXiv:2303.08627

JO - ArXiv e-prints

JF - ArXiv e-prints

ER -