200 citations · 293 across the 5 of their papers we have counts for
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cs.LG2021★ 2 cited
Unsupervised Model Drift Estimation with Batch Normalization Statistics for Dataset Shift Detection and Model Selection
Wonju Lee, Seok-Yong Byun, Jooeun Kim +2
While many real-world data streams imply that they change frequently in a nonstationary way, most of deep learning methods optimize neural networks on training data, and this leads…
cs.LG2019★ 3 cited
Data Proxy Generation for Fast and Efficient Neural Architecture Search
Minje Park
Due to the recent advances on Neural Architecture Search (NAS), it gains popularity in designing best networks for specific tasks. Although it shows promising results on many bench…