31 citations · 65 across the 3 of their papers we have counts for
3 papers
astro-ph.GA2022★ 19 cited
PhotoRedshift-MML: a multimodal machine learning method for estimating photometric redshifts of quasars
Shuxin Hong, Zhiqiang Zou, A-Li Luo +3
We propose a Multimodal Machine Learning method for estimating the Photometric Redshifts of quasars (PhotoRedshift-MML for short), which has long been the subject of many investiga…
cs.CV2022★ 15 cited
Identifying outliers in astronomical images with unsupervised machine learning
Yang Han, Zhiqiang Zou, Nan Li +1
Astronomical outliers, such as unusual, rare or unknown types of astronomical objects or phenomena, constantly lead to the discovery of genuinely unforeseen knowledge in astronomy.…
astro-ph.GA2022★ 31 cited
Classifying Galaxy Morphologies with Few-Shot Learning
Zhirui Zhang, Zhiqiang Zou, Nan Li +1
The taxonomy of galaxy morphology is critical in astrophysics as the morphological properties are powerful tracers of galaxy evolution. With the upcoming Large-scale Imaging Survey…