7.4k citations · 22.9k across the 86 of their papers we have counts for
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cs.LG2016★ 47 cited
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes
Mengye Ren, Renjie Liao, Raquel Urtasun +2
Normalization techniques have only recently begun to be exploited in supervised learning tasks. Batch normalization exploits mini-batch statistics to normalize the activations. Thi…
cs.LG2016★ 11 cited
End-to-End Instance Segmentation with Recurrent Attention
Mengye Ren, Richard S. Zemel
While convolutional neural networks have gained impressive success recently in solving structured prediction problems such as semantic segmentation, it remains a challenge to diffe…