156 citations · 156 across the 2 of their papers we have counts for
3 papers
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.CV2019
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration
Debasmit Das, C. S. George Lee
Zero-shot learning (ZSL) for image classification focuses on recognizing novel categories that have no labeled data available for training. The learning is generally carried out wi…