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EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis #129

Open AkiraTOSEI opened 3 years ago

AkiraTOSEI commented 3 years ago

TL;DR

Glaucoma data has been a difficult task due to the presence of hard samples and data imbalance. They proposed a curriculum-learning EGDCL to learn it through a network that generates sample difficulty, label rarity, and feature map importance. Results beyond previous research.

Input sample (Sec 3 1 Student Network

Why it matters:

Paper URL

https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/3685_ECCV_2020_paper.php

Submission Dates(yyyy/mm/dd)

Authors and institutions

Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li

Methods

Results

Comments