DDOWOD: DiffusionDet for open-world object detection

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Jiaqi Fan, Enming Zhang, Ying Wei, Yuefeng Wang, Jiakun Xia, Junwei Liu, Xinghong Liu, Shuailei Ma

Published: 01 Jan 2024, Last Modified: 14 May 2025Pattern Recognit. Lett. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Propose a new model for OWOD task: DDOWOD.•Employ SAM with knowledge distillation for OWOD task.•Propose a new incremental method: Stepwise Distillation (SD).