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20202025
most citedGeneralized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data

13 citations · 29 across the 10 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 9 cited

EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs

Ayaan Haque

Semi-supervised learning has been gaining attention as it allows for performing image analysis tasks such as classification with limited labeled data. Some popular algorithms using…

cs.CV2020

MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images

Ayaan Haque, Abdullah-Al-Zubaer Imran, Adam Wang +1

Semi-supervised learning via learning from limited quantities of labeled data has been investigated as an alternative to supervised counterparts. Maximizing knowledge gains from co…