WSOE: Weakly Supervised Outlier Exposure for Object-level Out-of-distribution detection

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Yutian Lei, Luping Ji, Pei Liu

Published: 01 Jan 2025, Last Modified: 05 Mar 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A new weakly supervised outlier exposure framework for object-level OOD detection.•To use image-level OOD images without object-level labels, we design MSPB and SPIDR.•New class-balanced test sets for object-level OOD detection.