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

Quanfeng Xu, Shiyin Shen, Rafael S. de Souza +7

We present a novel approach for the dimensionality reduction of galaxy images by leveraging a combination of variational auto-encoders (VAE) and domain adaptation (DA). We demonstr…