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Neural architecture search (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Neural architecture search" in English language version.

refsWebsite
Global rank English rank
35arxiv.org
69th place
59th place
4doi.org
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3semanticscholar.org
11th place
8th place
2springer.com
274th place
309th place
2ieee.org
652nd place
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1jmlr.org
low place
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1worldcat.org
5th place
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1googleblog.com
1,272nd place
837th place
1nih.gov
4th place
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1web.archive.org
1st place
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1sysml.cc
low place
low place
1eetimes.com
3,722nd place
2,509th place

arxiv.org

  • Elsken, Thomas; Metzen, Jan Hendrik; Hutter, Frank (August 8, 2019). "Neural Architecture Search: A Survey". Journal of Machine Learning Research. 20 (55): 1–21. arXiv:1808.05377.
  • Wistuba, Martin; Rawat, Ambrish; Pedapati, Tejaswini (2019-05-04). "A Survey on Neural Architecture Search". arXiv:1905.01392 [cs.LG].
  • Zoph, Barret; Le, Quoc V. (2016-11-04). "Neural Architecture Search with Reinforcement Learning". arXiv:1611.01578 [cs.LG].
  • Zoph, Barret; Vasudevan, Vijay; Shlens, Jonathon; Le, Quoc V. (2017-07-21). "Learning Transferable Architectures for Scalable Image Recognition". arXiv:1707.07012 [cs.CV].
  • Pham, Hieu; Guan, Melody Y.; Zoph, Barret; Le, Quoc V.; Dean, Jeff (2018-02-09). "Efficient Neural Architecture Search via Parameter Sharing". arXiv:1802.03268 [cs.LG].
  • Real, Esteban; Moore, Sherry; Selle, Andrew; Saxena, Saurabh; Suematsu, Yutaka Leon; Tan, Jie; Le, Quoc; Kurakin, Alex (2017-03-03). "Large-Scale Evolution of Image Classifiers". arXiv:1703.01041 [cs.NE].
  • Suganuma, Masanori; Shirakawa, Shinichi; Nagao, Tomoharu (2017-04-03). "A Genetic Programming Approach to Designing Convolutional Neural Network Architectures". arXiv:1704.00764v2 [cs.NE].
  • Liu, Hanxiao; Simonyan, Karen; Vinyals, Oriol; Fernando, Chrisantha; Kavukcuoglu, Koray (2017-11-01). "Hierarchical Representations for Efficient Architecture Search". arXiv:1711.00436v2 [cs.LG].
  • Real, Esteban; Aggarwal, Alok; Huang, Yanping; Le, Quoc V. (2018-02-05). "Regularized Evolution for Image Classifier Architecture Search". arXiv:1802.01548 [cs.NE].
  • Miikkulainen, Risto; Liang, Jason; Meyerson, Elliot; Rawal, Aditya; Fink, Dan; Francon, Olivier; Raju, Bala; Shahrzad, Hormoz; Navruzyan, Arshak; Duffy, Nigel; Hodjat, Babak (2017-03-04). "Evolving Deep Neural Networks". arXiv:1703.00548 [cs.NE].
  • Xie, Lingxi; Yuille, Alan (2017). "Genetic CNN". 2017 IEEE International Conference on Computer Vision (ICCV). pp. 1388–1397. arXiv:1703.01513. doi:10.1109/ICCV.2017.154. ISBN 978-1-5386-1032-9. S2CID 206770867.
  • Elsken, Thomas; Metzen, Jan Hendrik; Hutter, Frank (2018-04-24). "Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution". arXiv:1804.09081 [stat.ML].
  • Liu, Yuqiao; Sun, Yanan; Xue, Bing; Zhang, Mengjie; Yen, Gary G; Tan, Kay Chen (2021). "A Survey on Evolutionary Neural Architecture Search". IEEE Transactions on Neural Networks and Learning Systems. 34 (2): 1–21. arXiv:2008.10937. doi:10.1109/TNNLS.2021.3100554. PMID 34357870. S2CID 221293236.
  • White, Colin; Neiswanger, Willie; Savani, Yash (2020-11-02). "BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search". arXiv:1910.11858 [cs.LG].
  • Thomas, Elsken; Jan Hendrik, Metzen; Frank, Hutter (2017-11-13). "Simple And Efficient Architecture Search for Convolutional Neural Networks". arXiv:1711.04528 [stat.ML].
  • Tan, Mingxing; Chen, Bo; Pang, Ruoming; Vasudevan, Vijay; Sandler, Mark; Howard, Andrew; Le, Quoc V. (2018). "MnasNet: Platform-Aware Neural Architecture Search for Mobile". arXiv:1807.11626 [cs.CV].
  • Howard, Andrew; Sandler, Mark; Chu, Grace; Chen, Liang-Chieh; Chen, Bo; Tan, Mingxing; Wang, Weijun; Zhu, Yukun; Pang, Ruoming; Vasudevan, Vijay; Le, Quoc V.; Adam, Hartwig (2019-05-06). "Searching for MobileNetV3". arXiv:1905.02244 [cs.CV].
  • Pham, Hieu; Guan, Melody Y.; Zoph, Barret; Le, Quoc V.; Dean, Jeff (2018). "Efficient Neural Architecture Search via Parameter Sharing". arXiv:1802.03268 [cs.LG].
  • Li, Liam; Talwalkar, Ameet (2019). "Random Search and Reproducibility for Neural Architecture Search". arXiv:1902.07638 [cs.LG].
  • Cai, Han; Zhu, Ligeng; Han, Song (2018). "ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware". arXiv:1812.00332 [cs.LG].
  • Dong, Xuanyi; Yang, Yi (2019). "Searching for a Robust Neural Architecture in Four GPU Hours". arXiv:1910.04465 [cs.CV].
  • Liu, Hanxiao; Simonyan, Karen; Yang, Yiming (2018). "DARTS: Differentiable Architecture Search". arXiv:1806.09055 [cs.LG].
  • Xie, Sirui; Zheng, Hehui; Liu, Chunxiao; Lin, Liang (2018). "SNAS: Stochastic Neural Architecture Search". arXiv:1812.09926 [cs.LG].
  • Chu, Xiangxiang; Zhou, Tianbao; Zhang, Bo; Li, Jixiang (2019). "Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search". arXiv:1911.12126 [cs.LG].
  • Zela, Arber; Elsken, Thomas; Saikia, Tonmoy; Marrakchi, Yassine; Brox, Thomas; Hutter, Frank (2019). "Understanding and Robustifying Differentiable Architecture Search". arXiv:1909.09656 [cs.LG].
  • Chen, Xiangning; Hsieh, Cho-Jui (2020). "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization". arXiv:2002.05283 [cs.LG].
  • Xu, Yuhui; Xie, Lingxi; Zhang, Xiaopeng; Chen, Xin; Qi, Guo-Jun; Tian, Qi; Xiong, Hongkai (2019). "PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search". arXiv:1907.05737 [cs.CV].
  • Wang, Ruochen; Cheng, Minhao; Chen, Xiangning; Tang, Xiaocheng; Hsieh, Cho-Jui (2021). "Rethinking Architecture Selection in Differentiable NAS". arXiv:2108.04392 [cs.LG].
  • Wu, Bichen; Dai, Xiaoliang; Zhang, Peizhao; Wang, Yanghan; Sun, Fei; Wu, Yiming; Tian, Yuandong; Vajda, Peter; Jia, Yangqing; Keutzer, Kurt (24 May 2019). "FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search". arXiv:1812.03443 [cs.CV].
  • Sandler, Mark; Howard, Andrew; Zhu, Menglong; Zhmoginov, Andrey; Chen, Liang-Chieh (2018). "MobileNetV2: Inverted Residuals and Linear Bottlenecks". arXiv:1801.04381 [cs.CV].
  • Shaw, Albert; Hunter, Daniel; Iandola, Forrest; Sidhu, Sammy (2019). "SqueezeNAS: Fast neural architecture search for faster semantic segmentation". arXiv:1908.01748 [cs.CV].
  • Ying, Chris; Klein, Aaron; Real, Esteban; Christiansen, Eric; Murphy, Kevin; Hutter, Frank (2019). "NAS-Bench-101: Towards Reproducible Neural Architecture Search". arXiv:1902.09635 [cs.LG].
  • Zela, Arber; Siems, Julien; Hutter, Frank (2020). "NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search". arXiv:2001.10422 [cs.LG].
  • Dong, Xuanyi; Yang, Yi (2020). "NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search". arXiv:2001.00326 [cs.CV].
  • Zela, Arber; Siems, Julien; Zimmer, Lucas; Lukasik, Jovita; Keuper, Margret; Hutter, Frank (2020). "Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks". arXiv:2008.09777 [cs.LG].

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jmlr.org

nih.gov

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web.archive.org

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