8 citations · 11 across the 5 of their papers we have counts for
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cs.CV2022★ 3 cited
Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition
Jingyun Jia, Philip K. Chan
Assuming unknown classes could be present during classification, the open set recognition (OSR) task aims to classify an instance into a known class or reject it as unknown. In thi…
cs.CR2022
Representation learning with function call graph transformations for malware open set recognition
Jingyun Jia, Philip K. Chan
Open set recognition (OSR) problem has been a challenge in many machine learning (ML) applications, such as security. As new/unknown malware families occur regularly, it is difficu…