44 citations · 44 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 44 cited
Back to Simplicity: How to Train Accurate BNNs from Scratch?
Joseph Bethge, Haojin Yang, Marvin Bornstein +1
Binary Neural Networks (BNNs) show promising progress in reducing computational and memory costs but suffer from substantial accuracy degradation compared to their real-valued coun…
cs.LG2018
Training Competitive Binary Neural Networks from Scratch
Joseph Bethge, Marvin Bornstein, Adrian Loy +2
Convolutional neural networks have achieved astonishing results in different application areas. Various methods that allow us to use these models on mobile and embedded devices hav…