27 citations · 94 across the 11 of their papers we have counts for
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cs.CV2019★ 2 cited
Defective Convolutional Networks
Tiange Luo, Tianle Cai, Mengxiao Zhang +3
Robustness of convolutional neural networks (CNNs) has gained in importance on account of adversarial examples, i.e., inputs added as well-designed perturbations that are impercept…
cs.CV2019★ 27 cited
Few-Shot Learning with Global Class Representations
Tiange Luo, Aoxue Li, Tao Xiang +2
In this paper, we propose to tackle the challenging few-shot learning (FSL) problem by learning global class representations using both base and novel class training samples. In ea…