most citedEfficient Stochastic Inference of Bitwise Deep Neural Networks

11 citations · 11 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023

BOMP-NAS: Bayesian Optimization Mixed Precision NAS

David van Son, Floran de Putter, Sebastian Vogel +1

Bayesian Optimization Mixed-Precision Neural Architecture Search (BOMP-NAS) is an approach to quantization-aware neural architecture search (QA-NAS) that leverages both Bayesian op…

cs.NE2016★ 11 cited

Efficient Stochastic Inference of Bitwise Deep Neural Networks

Sebastian Vogel, Christoph Schorn, Andre Guntoro +1

Recently published methods enable training of bitwise neural networks which allow reduced representation of down to a single bit per weight. We present a method that exploits ensem…