56 citations · 134 across the 12 of their papers we have counts for
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stat.ML2020
Towards Certified Robustness of Distance Metric Learning
Xiaochen Yang, Yiwen Guo, Mingzhi Dong +1
Metric learning aims to learn a distance metric such that semantically similar instances are pulled together while dissimilar instances are pushed away. Many existing methods consi…
cs.CV2020★ 3 cited
Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation
Yujiang Wang, Mingzhi Dong, Jie Shen +2
Dilated convolutions are widely used in deep semantic segmentation models as they can enlarge the filters' receptive field without adding additional weights nor sacrificing spatial…