Philip K. Chan | DeepAI

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Featured Co-authors

Jingyun Jia
5 publications
Mehadi Hassen
2 publications

∙ 09/28/2022

Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition

Assuming unknown classes could be present during classification, the ope...

0 Jingyun Jia, et al. ∙

∙ 05/13/2022

Representation learning with function call graph transformations for malware open set recognition

Open set recognition (OSR) problem has been a challenge in many machine ...

0 Jingyun Jia, et al. ∙

∙ 05/28/2021

Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition

The objective of Open set recognition (OSR) is to learn a classifier tha...

0 Jingyun Jia, et al. ∙

∙ 06/26/2020

MMF: A loss extension for feature learning in open set recognition

Open set recognition (OSR) is the problem of classifying the known class...

8 Jingyun Jia, et al. ∙

∙ 02/12/2018

Learning a Neural-network-based Representation for Open Set Recognition

Open set recognition problems exist in many domains. For example in secu...

0 Mehadi Hassen, et al. ∙

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