no code implementations • 19 Jun 2019 • Joseph Bethge, Haojin Yang, Marvin Bornstein, Christoph Meinel
Binary Neural Networks (BNNs) show promising progress in reducing computational and memory costs but suffer from substantial accuracy degradation compared to their real-valued counterparts on large-scale datasets, e. g., ImageNet.
1 code implementation • 5 Dec 2018 • Joseph Bethge, Marvin Bornstein, Adrian Loy, Haojin Yang, Christoph Meinel
In our work, we focus on increasing the performance of binary neural networks without such prior knowledge and a much simpler training strategy.