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Paced-curriculum distillation with prediction and label uncertainty for image segmentation.

Mobarakol IslamLalithkumar SeenivasanS P SharanV K ViekashBhavesh GuptaBen GlockerHongliang Ren
Published in: International journal of computer assisted radiology and surgery (2023)
P-CD improves the performance and obtains better generalization and robustness over the dataset shift. While curriculum learning requires extensive tuning of hyper-parameters for pacing function, the level of performance improvement suppresses this limitation.
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