23 citations · 26 across the 4 of their papers we have counts for
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cs.CV2022★ 1 cited
A Study on Representation Transfer for Few-Shot Learning
Chun-Nam Yu, Yi Xie
Few-shot classification aims to learn to classify new object categories well using only a few labeled examples. Transferring feature representations from other models is a popular…
cs.CV2019★ 23 cited
A Direct Approach to Robust Deep Learning Using Adversarial Networks
Huaxia Wang, Chun-Nam Yu
Deep neural networks have been shown to perform well in many classical machine learning problems, especially in image classification tasks. However, researchers have found that neu…