Polite Teacher: Semi-Supervised Instance Segmentation With Mutual Learning and Pseudo-Label Thresholding

We present Polite Teacher, a simple yet effective method for the task of semi-supervised instance segmentation. The proposed architecture relies on the Teacher-Student mutual learning framework. To filter out noisy pseudo-labels, we use confidence thresholding for bounding boxes and mask scoring for...

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Bibliografiska uppgifter

Huvudupphov:	Dominik Filipiak, Andrzej Zapala, Piotr Tempczyk, Anna Fensel, Marek Cygan
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	IEEE 2024-01-01
Serie:	IEEE Access
Ämnen:	Semi-supervised instance segmentation anchor-free detection instance segmentation semi-supervised learning
Länkar:	https://ieeexplore.ieee.org/document/10460559/
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