| [1] | Kevin Alexander Laube and Andreas Zell. "ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture Search". In 2019 Internetional Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, July 2019. [DOI] [arxiv] |
| [2] | Kevin Alexander Laube and Andreas Zell. "Prune and Replace NAS". In 2019 International Conference on Machine Learning and Applications (ICMLA), Boca Raton, Florida, USA, December 2019. [DOI] [arxiv] |
| [3] | Kevin Alexander Laube and Andreas Zell. "Exploring single-path Architecture search ranking correlations", initially submitted to ICLR 2021 but abandoned due to many similar works appearing at the time and fundamental difficulties of a thorough empirical evaluation [openreview] |
| [4] | Kevin Alexander Laube and Andreas Zell. "What to expect of hardware metric predictors in NAS", accepted at AutoML-Conf 2022. [openreview] |
| [5] | Kevin Alexander Laube and Andreas Zell. "Conditional super-network weights", currently not submitted. [arxiv] |
| [6] | Kevin Alexander Laube. "The UniNAS framework: combining modules in arbitrarily complex configurations with argument trees" [arxiv] [github] |
