8 citations · 11 across the 3 of their papers we have counts for
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cs.LG2022★ 1 cited
Characterizing and Understanding the Behavior of Quantized Models for Reliable Deployment
Qiang Hu, Yuejun Guo, Maxime Cordy +4
Deep Neural Networks (DNNs) have gained considerable attention in the past decades due to their astounding performance in different applications, such as natural language modeling,…
cs.LG2019★ 8 cited
Test Selection for Deep Learning Systems
Wei Ma, Mike Papadakis, Anestis Tsakmalis +2
Testing of deep learning models is challenging due to the excessive number and complexity of computations involved. As a result, test data selection is performed manually and in an…