Co-Representation Learning For Classification and Novel Class Detection via Deep Networks

no code implementations • 13 Nov 2018 • Zhuoyi Wang, Zelun Kong, Hemeng Tao, Swarup Chandra, Latifur Khan

In this paper, we address this key challenge by proposing a semi-supervised multi-task learning framework called \sysname{} which aims to intrinsically search for a latent space suitable for detecting labels of instances from both known and unknown classes.

General Classification Multi-Task Learning +1