Semi-supervised and long-tailed object detection with Cascadematch

This paper focuses on long-tailed object detection in the semi-supervised learning setting, which poses realistic challenges, but has rarely been studied in the literature. We propose a novel pseudo-labeling-based detector called CascadeMatch. Our detector features a cascade network architecture, wh...

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Bibliographic Details
Main Authors: Zang, Yuhang, Zhou, Kaiyang, Huang, Chen, Loy, Chen Change
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/165791

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