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Recent Neural Architecture Search (NAS) solutions have produced impressive results training super-networks and then deriving subnetworks, a.k.a.
Universally Slimmable Networks and Improved Training Techniques
Yu, J.; and Huang, T. S. 2019 · 1903
Earlier work this paper cites.
A fast and elitist multiobjective genetic algorithm: NSGA-II
Deb, K.; Pratap, A.; Agarwal, S.; and Meyarivan, T. 2002 · 2002
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Neural network compression framework for fast model inference
Kozlov, A.; Lazarevich, I.; Shamporov, V.; Lyalyushkin, N.; and Gorbachev, Y. 2020 · 2002
Earlier work this paper cites.
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models
Yu, J.; Jin, P.; Liu, H.; Bender, G.; Kindermans, P.; Tan, M.; Huang, T. S.; Song, X.; Pang, R.; and Le, Q. V. 2020 · 2003
Earlier work this paper cites.
Learning Multiple Layers of Features from Tiny Images
Krizhevsky, A. 2009 · 2009
Earlier work this paper cites.
How Does Supernet Help in Neural Architecture Search?
Zhang, Y.; Zhang, Q.; and Yang, Y. 2021 · 2010
Earlier work this paper cites.
Deep Residual Learning for Image Recognition
He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016 · 2016
Cited alongside, same era.
Understanding and Simplifying One-Shot Architecture Search
Bender, G.; Kindermans, P.-J.; Zoph, B.; Vasudevan, V.; and Le, Q. V. 2018 · 2018
Cited alongside, same era.
DARTS: Differentiable Architecture Search
Liu, H.; Simonyan, K.; and Yang, Y. 2018 · 2018
Cited alongside, same era.
Efficient Neural Architecture Search via Parameter Sharing
Pham, H.; Guan, M. Y.; Zoph, B.; Le, Q. V.; and Dean, J. 2018 · 2018
Cited alongside, same era.
MobileNetV2: Inverted Residuals and Linear Bottlenecks
Sandler, M.; Howard, A.; Zhu, M.; Zhmoginov, A.; and Chen, L. 2018 · 2018
Cited alongside, same era.
Neural Architecture Search: A Survey
Elsken, T.; Metzen, J. H.; and Hutter, F. 2019 · 2019
Later among the works it cites.
Searching for MobileNetV3
Howard, A.; Sandler, M.; Chu, G.; Chen, L.-C.; Chen, B.; Tan, M.; Wang, W.; Zhu, Y.; Pang, R.; Vasudevan, V.; Le, Q. V.; and Adam, H. 2019 · 2019
Later among the works it cites.
Once for All: Train One Network and Specialize it for Efficient Deployment
Cai, H.; Gan, C.; Wang, T.; Zhang, Z.; and Han, S. 2020 · 2020
Later among the works it cites.
Single path one-shot neural architecture search with uniform sampling
Guo, Z.; Zhang, X.; Mu, H.; Heng, W.; Liu, Z.; Wei, Y.; and Sun, J. 2020 · 2020
Later among the works it cites.
SNAS: Stochastic Neural Architecture Search
Xie, S.; Zheng, H.; Liu, C.; and Lin, L. 2020 · 2020
Later among the works it cites.
huyvnphan/PyTorch_CIFAR10
Phan, H. 2021 · 2021
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Cai, H.; Zhu, L.; and Han, S. 2019 · 2019
Cited alongside, same era.
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