Semi-supervised and long-tailed object detection with Cascadematch

• Main Authors: Zang, Yuhang, Zhou, Kaiyang, Huang, Chen, Loy, Chen Change
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Computer science and engineering; Object Detection; Long-Tailed Learning
• 在線閱讀: https://hdl.handle.net/10356/165791

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...