{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,21]],"date-time":"2025-01-21T07:10:14Z","timestamp":1737443414761,"version":"3.33.0"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,10,6]],"date-time":"2024-10-06T00:00:00Z","timestamp":1728172800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,6]],"date-time":"2024-10-06T00:00:00Z","timestamp":1728172800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100021171","name":"Guangdong Basic and Applied Basic Research Foundation","doi-asserted-by":"publisher","award":["2024A1515030128,2023B1515120078"],"award-info":[{"award-number":["2024A1515030128,2023B1515120078"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,10,6]]},"DOI":"10.1109\/smc54092.2024.10831114","type":"proceedings-article","created":{"date-parts":[[2025,1,20]],"date-time":"2025-01-20T18:39:20Z","timestamp":1737398360000},"page":"5331-5338","source":"Crossref","is-referenced-by-count":0,"title":["DNAS: Depth-First Neural Architecture Search"],"prefix":"10.1109","author":[{"given":"Jianjun","family":"Zhou","sequence":"first","affiliation":[{"name":"School of Software Engineering, South China University of Technology,Guangzhou,China,510006"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junying","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Software Engineering, South China University of Technology,Guangzhou,China,510006"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi","family":"Cai","sequence":"additional","affiliation":[{"name":"School of Software Engineering, South China University of Technology,Guangzhou,China,510006"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2019.104863"},{"key":"ref2","first-page":"1","article-title":"De-signing neural network architectures using reinforcement learning","volume-title":"Proceedings of International Conference on Learning Representations","author":"Baker","year":"2016"},{"key":"ref3","first-page":"550","article-title":"Understanding and simplifying one-shot architecture search","volume-title":"Proceedings of International Conference on Machine Learning","author":"Bender","year":"2018"},{"issue":"2","key":"ref4","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"Bergstra","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"ref5","first-page":"1","article-title":"Once for all: Train one network and specialize it for efficient deployment","volume-title":"Proceedings of International Conference on Learning Representations","author":"Cai","year":"2020"},{"key":"ref6","first-page":"1","article-title":"Proxylessnas: Direct neural architecture search on target task and hardware","volume-title":"Proceedings of International Conference on Learning Representations","author":"Cai","year":"2018"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00037"},{"key":"ref8","first-page":"1","article-title":"Neural architecture search on imagenet in four gpu hours: A theoretically inspired perspective","volume-title":"Proceedings of International Conference on Learning Representations","author":"Chen","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00138"},{"key":"ref10","first-page":"1","article-title":"A downsampled variant of imagenet as an alternative to the cifar datasets","author":"Chrabaszcz","year":"2017","journal-title":"arXiv preprint"},{"key":"ref11","first-page":"1","article-title":"Darts-: Robustly stepping out of performance collapse without indicators","volume-title":"Proceedings of International Conference on Learning Representations","author":"Chu","year":"2020"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01166"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref14","first-page":"1","article-title":"Nas-bench-201: Extending the scope of re-producible neural architecture search","volume-title":"Proceedings of International Conference on Learning Representations","author":"Dong","year":"2019"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58517-4_32"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58529-7_8"},{"key":"ref17","first-page":"1","volume-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00206"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01206"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/s18020556"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01195"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01246-5_2"},{"key":"ref23","first-page":"1","article-title":"Hierarchical representations for efficient architecture search","volume-title":"Proceedings of International Conference on Learning Representations","author":"Liu","year":"2018"},{"key":"ref24","first-page":"1","article-title":"Darts: Differentiable architecture search","volume-title":"Proceedings of International Conference on Learning Representations","author":"Liu","year":"2018"},{"key":"ref25","first-page":"7827","article-title":"Neural architecture optimization","volume":"31","author":"Luo","year":"2018","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref26","first-page":"7588","article-title":"Neural architecture search without training","volume-title":"Proceedings of International Conference on Machine Learning","author":"Mellor","year":"2021"},{"key":"ref27","first-page":"17955","article-title":"Cream of the crop: Distilling prioritized paths for one-shot neural architecture search","volume":"33","author":"Peng","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref28","first-page":"4095","article-title":"Effi-cient neural architecture search via parameters sharing","volume-title":"Proceedings of International Conference on Machine Learning","author":"Pham","year":"2018"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00314"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"key":"ref31","first-page":"2902","article-title":"Large-scale evolution of image classifiers","volume-title":"Proceedings of International Conference on Machine Learning","author":"Real","year":"2017"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1162\/106365602320169811"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01298"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.369"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01209"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58526-6_39"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17233"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00439"},{"key":"ref39","first-page":"10874","article-title":"\u00df-darts: Beta-decay regularization for differentiable archi-tecture search","volume-title":"Proceedings of IEEE\/CVF Conference on Computer Vision and Pattern Recognition","author":"Ye","year":"2022"},{"key":"ref40","first-page":"1","article-title":"Neural architecture search with rein-forcement learning","volume-title":"Proceedings of International Conference on Learning Representations","author":"Zoph","year":"2016"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00907"}],"event":{"name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","start":{"date-parts":[[2024,10,6]]},"location":"Kuching, Malaysia","end":{"date-parts":[[2024,10,10]]}},"container-title":["2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10830919\/10830920\/10831114.pdf?arnumber=10831114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,21]],"date-time":"2025-01-21T06:31:25Z","timestamp":1737441085000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10831114\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,6]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/smc54092.2024.10831114","relation":{},"subject":[],"published":{"date-parts":[[2024,10,6]]}}}