Generalized out-of-distribution detection: a survey

Out-of-distribution (OOD) detection is critical to ensuring the reliability and safety of machine learning systems. For instance, in autonomous driving, we would like the driving system to issue an alert and hand over the control to humans when it detects unusual scenes or objects that it has never...

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Bibliographic Details
Main Authors: Yang, Jingkang, Zhou, Kaiyang, Li, Yixuan, Liu, Ziwei
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/179441