10 citations · 13 across the 9 of their papers we have counts for
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cs.CV2021
Out-of-distribution Detection with Boundary Aware Learning
Sen Pei, Xin Zhang, Bin Fan +1
There is an increasing need to determine whether inputs are out-of-distribution (\emph{OOD}) for safely deploying machine learning models in the open world scenario. Typical neural…
cs.CV2021★ 10 cited
Alleviating Mode Collapse in GAN via Diversity Penalty Module
Sen Pei, Richard Yi Da Xu, Shiming Xiang +1
The vanilla GAN (Goodfellow et al. 2014) suffers from mode collapse deeply, which usually manifests as that the images generated by generators tend to have a high similarity amongs…