2 papers
cs.CV2020
Few-shot Image Recognition with Manifolds
Debasmit Das, J. H. Moon, C. S. George Lee
In this paper, we extend the traditional few-shot learning (FSL) problem to the situation when the source-domain data is not accessible but only high-level information in the form…
cs.LG2020
Multi-step Online Unsupervised Domain Adaptation
J. H. Moon, Debasmit Das, C. S. George Lee
In this paper, we address the Online Unsupervised Domain Adaptation (OUDA) problem, where the target data are unlabelled and arriving sequentially. The traditional methods on the O…