156 citations · 156 across the 9 of their papers we have counts for
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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…
cs.LG2019★ 156 cited
A Two-Stage Approach to Few-Shot Learning for Image Recognition
Debasmit Das, C. S. George Lee
This paper proposes a multi-layer neural network structure for few-shot image recognition of novel categories. The proposed multi-layer neural network architecture encodes transfer…
cs.LG2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation
Debasmit Das, C. S. George Lee
The assumption that training and testing samples are generated from the same distribution does not always hold for real-world machine-learning applications. The procedure of tackli…