104 citations · 129 across the 6 of their papers we have counts for
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cs.CV2021★ 14 cited
A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms
Zhe Huang, Gary Long, Benjamin Wessler +1
Semi-supervised image classification has shown substantial progress in learning from limited labeled data, but recent advances remain largely untested for clinical applications. Mo…
cs.CV2021★ 1 cited
Evaluating the Use of Reconstruction Error for Novelty Localization
Patrick Feeney, Michael C. Hughes
The pixelwise reconstruction error of deep autoencoders is often utilized for image novelty detection and localization under the assumption that pixels with high error indicate whi…