{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T10:19:09Z","timestamp":1769163549415,"version":"3.49.0"},"reference-count":42,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,3,11]],"date-time":"2024-03-11T00:00:00Z","timestamp":1710115200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,3,11]],"date-time":"2024-03-11T00:00:00Z","timestamp":1710115200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,3,11]]},"DOI":"10.1109\/percom59722.2024.10494422","type":"proceedings-article","created":{"date-parts":[[2024,4,11]],"date-time":"2024-04-11T18:48:03Z","timestamp":1712861283000},"page":"69-79","source":"Crossref","is-referenced-by-count":6,"title":["DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers"],"prefix":"10.1109","author":[{"given":"Xiao","family":"Ma","sequence":"first","affiliation":[{"name":"School of Computing and Information Systems, Singapore Management University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengfeng","family":"He","sequence":"additional","affiliation":[{"name":"School of Computing and Information Systems, Singapore Management University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hezhe","family":"Qiao","sequence":"additional","affiliation":[{"name":"School of Computing and Information Systems, Singapore Management University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dong","family":"Ma","sequence":"additional","affiliation":[{"name":"School of Computing and Information Systems, Singapore Management University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/s20113113"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICICT55905.2022.00023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.117362"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/s22041476"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01170"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995477"},{"key":"ref7","volume-title":"Stm32 mainstream microcontrollers"},{"key":"ref8","first-page":"517","article-title":"Micronets: Neural network architectures for deploying tinyml applications on commodity microcontrollers","volume-title":"Proceedings of Machine Learning and Systems","volume":"3","author":"Banbury"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICECS53924.2021.9665540"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3569468"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3542819"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2020.2969775"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO55093.2022.9909572"},{"key":"ref14","first-page":"18722","article-title":"Taxonomizing local versus global structure in neural network loss landscapes","volume":"34","author":"Yang","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3551486"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/app7101101"},{"key":"ref17","first-page":"3519","article-title":"Similarity of neural network representations revisited","volume-title":"International conference on machine learning","author":"Kornblith"},{"issue":"14","key":"ref18","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume-title":"Proceedings of the fifth Berkeley sympo-sium on mathematical statistics and probability","volume":"1","author":"MacQueen"},{"key":"ref19","volume-title":"Stm32 nucleo-f767zi board"},{"key":"ref20","article-title":"Pex: Memory-efficient micro controller deep learning through partial execution","author":"Liberis","year":"2022","journal-title":"arXiv preprint"},{"key":"ref21","volume-title":"Open neural network exchange(onnx)"},{"key":"ref22","article-title":"Neural networks on microcontrollers: saving memory at inference via operator reordering","author":"Liberis","year":"2019","journal-title":"arXiv preprint"},{"key":"ref23","article-title":"Speech commands: A dataset for limited-vocabulary speech recognition","author":"Warden","year":"2018","journal-title":"arXiv preprint"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICORR.2019.8779524"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.15"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3224725"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-022-07292-4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01453-z"},{"key":"ref29","article-title":"Tinyml for ubiquitous edge ai","author":"Soro","year":"2021","journal-title":"arXiv preprint"},{"key":"ref30","first-page":"33716","article-title":"Knowledge distillation from a stronger teacher","volume":"35","author":"Huang","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref31","article-title":"Snapshot ensembles: Train 1, get m for free","author":"Huang","year":"2017","journal-title":"arXiv preprint"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2200299"},{"key":"ref33","first-page":"23049","article-title":"Towards understanding the mixture-of-experts layer in deep learning","volume-title":"Advances in Neural Information Processing Systems","volume":"35","author":"Chen","year":"2022"},{"key":"ref34","first-page":"12380","article-title":"Nas-bench-360: Benchmarking neural architecture search on diverse tasks","volume":"35","author":"Tu","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref35","article-title":"Do wide and deep networks learn the same things? uncovering how neural network representations vary with width and depth","author":"Nguyen","year":"2020","journal-title":"arXiv preprint"},{"key":"ref36","first-page":"800","article-title":"Tensorflow lite micro: Embedded machine learning for tinyml systems","volume-title":"Proceedings of Machine Learning and Systems","volume":"3","author":"David"},{"key":"ref37","first-page":"11 711","article-title":"Mcunet: Tiny deep learning on iot devices","volume":"33","author":"Lin","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2020.3039116"},{"key":"ref39","first-page":"2346","article-title":"Memory-efficient patch-based inference for tiny deep learning","volume":"34","author":"Lin","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCI.2017.8126068"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557065"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3299710.3211336"}],"event":{"name":"2024 IEEE International Conference on Pervasive Computing and Communications (PerCom)","location":"Biarritz, France","start":{"date-parts":[[2024,3,11]]},"end":{"date-parts":[[2024,3,15]]}},"container-title":["2024 IEEE International Conference on Pervasive Computing and Communications (PerCom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10494413\/10494416\/10494422.pdf?arnumber=10494422","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,12]],"date-time":"2024-04-12T06:03:40Z","timestamp":1712901820000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10494422\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,11]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/percom59722.2024.10494422","relation":{},"subject":[],"published":{"date-parts":[[2024,3,11]]}}}