156 citations · 301 across the 25 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
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…