156 citations · 502 across the 18 of their papers we have counts for
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cs.LG2021★ 17 cited
Diversity Matters When Learning From Ensembles
Giung Nam, Jongmin Yoon, Yoonho Lee +1
Deep ensembles excel in large-scale image classification tasks both in terms of prediction accuracy and calibration. Despite being simple to train, the computation and memory cost…
cs.LG2021★ 1 cited
On The Distribution of Penultimate Activations of Classification Networks
Minkyo Seo, Yoonho Lee, Suha Kwak
This paper studies probability distributions of penultimate activations of classification networks. We show that, when a classification network is trained with the cross-entropy lo…