3 citations · 3 across the 1 of their papers we have counts for
2 papers
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.LG2018
Learning a Neural-network-based Representation for Open Set Recognition
Mehadi Hassen, Philip K. Chan
Open set recognition problems exist in many domains. For example in security, new malware classes emerge regularly; therefore malware classification systems need to identify instan…