Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation

1 code implementation • 2 Feb 2023 • Mobarakol Islam, Lalithkumar Seenivasan, S. P. Sharan, V. K. Viekash, Bhavesh Gupta, Ben Glocker, Hongliang Ren

Purpose: In curriculum learning, the idea is to train on easier samples first and gradually increase the difficulty, while in self-paced learning, a pacing function defines the speed to adapt the training progress.

Image Segmentation Medical Image Segmentation +3