Adaptive Adversarial Latent Space for Novelty Detection

Novelty detection is a challenging task of identifying whether a new sample obeys to a known class. Note that the boundary between normal and novel is not clear enough in existing works, resulting from adequately reconstructing novel samples or crudely reconstructing normal samples. To tackle the ab...

Full description

Bibliographic Details
Main Authors: Bin Jiang, Fangqiang Xu, Yun Huang, Chao Yang, Wei Huang, Jun Xia
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9256333/