15 citations · 33 across the 8 of their papers we have counts for
4 papers · 1 filter
Quantum correlation alignment for unsupervised domain adaptation
Xi He
Correlation alignment (CORAL), a representative domain adaptation (DA) algorithm, decorrelates and aligns a labelled source domain dataset to an unlabelled target domain dataset to…
Exponential enhancement of quantum metrology using continuous variables
Li Sun, Xi He, Chenglong You +4
Coherence time is an important resource to generate enhancement in quantum metrology. In this work, based on continuous-variable models, we propose a new design of the signal-probe…
Quantum transfer component analysis for domain adaptation
Xi He, Chufan Lyu, Min-Hsiu Hsieh +1
Domain adaptation, a crucial sub-field of transfer learning, aims to utilize known knowledge of one data set to accomplish tasks on another data set. In this paper, we perform one…
Quantum subspace alignment for domain adaptation
Xi He
Domain adaptation (DA) is used for adaptively obtaining labels of an unprocessed data set with a given related, but different labelled data set. Subspace alignment (SA), a represen…