Search Results for author: Rupesh Durgesh

Found 3 papers, 2 papers with code

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

1 code implementation15 Mar 2023 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

We further enhance our model by tuning the VAE network via DA using galaxies in the overlapping footprint of DECaLS and BASS+MzLS, enabling the unbiased application of our model to galaxy images in both surveys.

Dimensionality Reduction Domain Adaptation +1

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