Network Pruning via Transformable Architecture Search [pdf]
Xuanyi Dong, Yi Yang
Population Based Training of Neural Networks [pdf]
Max Jaderberg, Valentin Dalibard, Simon Osindero, Wojciech M. Czarnecki, Jeff Donahue, Ali Razavi, Oriol Vinyals, Tim Green, Iain Dunning, Karen Simonyan, Chrisantha Fernando, Koray Kavukcuoglu. arXiv 1711
NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search [pdf]
Lu, Zhichao and Whalen, Ian and Boddeti, Vishnu and Dhebar, Yashesh and Deb, Kalyanmoy and Goodman, Erik and Banzhaf, Wolfgang, arXiv 1810
Random Search and Reproducibility for Neural Architecture Search
Liam Li, Ameet Talwalkar. arXiv 1901
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells [pdf]
Nekrasov, Vladimir and Chen, Hao and Shen, Chunhua and Reid, Ian. arXiv 1810
Training Frankenstein’s Creature to Stack: HyperTree Architecture Search [pdf]
Andrew Hundt, Varun Jain, Chris Paxton, Gregory D. Hager. arXiv 1810
Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search [pdf][code]