{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T16:29:18Z","timestamp":1755793758974,"version":"3.44.0"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T00:00:00Z","timestamp":1750809600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T00:00:00Z","timestamp":1750809600000},"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":[[2025,6,25]]},"DOI":"10.1109\/metroautomotive64646.2025.11119259","type":"proceedings-article","created":{"date-parts":[[2025,8,14]],"date-time":"2025-08-14T18:34:39Z","timestamp":1755196479000},"page":"210-215","source":"Crossref","is-referenced-by-count":0,"title":["Distillo Framework: A Novel Knowledge Distillation Platform for Advanced Intelligent Solution Deployment Over Automotive-Grade Devices"],"prefix":"10.1109","author":[{"given":"G.","family":"Castagnolo","sequence":"first","affiliation":[{"name":"QMT R&#x0026;D Division STMicroelectronics,Catania,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C.","family":"Pino","sequence":"additional","affiliation":[{"name":"QMT R&#x0026;D Division STMicroelectronics,Catania,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A. A.","family":"Messina","sequence":"additional","affiliation":[{"name":"IPA STMicroelectronics,Catania,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Patan\u00e8","sequence":"additional","affiliation":[{"name":"University of Messina,MIFT Department,Messina,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"Garesci","sequence":"additional","affiliation":[{"name":"University of Messina,MIFT Department,Messina,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"D'Ambrosio","sequence":"additional","affiliation":[{"name":"University of Messina,MIFT Department,Messina,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Battiato","sequence":"additional","affiliation":[{"name":"University of Catania,Math. and Computer Science Department,Catania,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"Rundo","sequence":"additional","affiliation":[{"name":"University of Catania,Math. and Computer Science Department,Catania,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Distilling the knowledge in a neural network","author":"Hinton","year":"2015"},{"key":"ref2","article-title":"Improved knowledge distillation via adaptive student-teacher training","author":"Mirzadeh","year":"2020","journal-title":"ICML"},{"key":"ref3","article-title":"Tiny neural networks for embedded applications via knowledge distillation","author":"Wu","year":"2022","journal-title":"IEEE Transactions on Neural Networks"},{"key":"ref4","article-title":"When does label smoothing help?","author":"M\u00fcller","year":"2019","journal-title":"NeurIPS"},{"key":"ref5","volume-title":"Fitnets: Hints for thin deep nets","author":"Romero","year":"2015"},{"key":"ref6","doi-asserted-by":"crossref","DOI":"10.18653\/v1\/2021.eacl-main.212","volume-title":"Annealing knowledge distillation","author":"Jafari","year":"2021"},{"key":"ref7","first-page":"1602","article-title":"Born-again neural networks","volume-title":"Proceedings of the 35th International Conference on Machine Learning, ICML","volume":"80","author":"Furlanello","year":"2018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2021.3103973"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/app9101966"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2024.01.016"},{"issue":"1","key":"ref11","doi-asserted-by":"crossref","first-page":"18369","DOI":"10.1038\/s41598-023-43986-y","article-title":"Attention and feature transfer based knowledge distillation","volume":"13","author":"Yang","year":"2023","journal-title":"Scientific Reports"},{"key":"ref12","article-title":"Distilling object detectors with task adaptive regularization","volume-title":"CoRR","author":"Sun","year":"2020"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/wacv57701.2024.00065"},{"key":"ref14","volume-title":"Transkd: Transformer knowledge distillation for efficient semantic segmentation","author":"Liu","year":"2024"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00409"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053986"},{"key":"ref17","article-title":"Hakd: Hardware aware knowledge distillation","author":"Turner","year":"2018","journal-title":"ArXiv"},{"key":"ref18","article-title":"Qkd: Quantizationaware knowledge distillation","author":"Kim","year":"2021","journal-title":"arXiv preprint"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3524500"},{"key":"ref20","article-title":"Autodistill: An end-to-end framework to explore and distill hardware-efficient language models","author":"Zhang","year":"2022","journal-title":"arXiv preprint"},{"key":"ref21","volume-title":"Attention distillation: selfsupervised vision transformer students need more guidance","author":"Wang","year":"2022"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/s23031483"},{"key":"ref23","doi-asserted-by":"crossref","DOI":"10.1109\/ICASSPW62465.2024.10626662","volume-title":"Embedding compression for teacher-to-student knowledge transfer","author":"Ding","year":"2024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICIESTR60916.2024.10798212"},{"key":"ref25","article-title":"Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer","author":"Zagoruyko","year":"2016","journal-title":"arXiv preprint"},{"key":"ref26","volume-title":"Channel distillation: Channel-wise attention for knowledge distillation","author":"Zhou","year":"2020"},{"key":"ref27","volume-title":"Revisiting architecture-aware knowledge distillation: Smaller models and faster search","author":"Kim","year":"2022"},{"key":"ref28","volume-title":"STM32 Official Website","year":"2025"},{"key":"ref29","volume-title":"STM32 XCUBE.AI Official Website","year":"2025"},{"key":"ref30","volume-title":"STELLAR Official Website","year":"2025"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CiSt56084.2023.10410015"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICICAS48597.2019.00126"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/INCOFT60753.2023.10425690"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS53718.2022.9788359"}],"event":{"name":"2025 IEEE International Workshop on Metrology for Automotive (MetroAutomotive)","location":"Parma, Italy","start":{"date-parts":[[2025,6,25]]},"end":{"date-parts":[[2025,6,27]]}},"container-title":["2025 IEEE International Workshop on Metrology for Automotive (MetroAutomotive)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11119194\/11119195\/11119259.pdf?arnumber=11119259","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T05:07:38Z","timestamp":1755234458000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11119259\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,25]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/metroautomotive64646.2025.11119259","relation":{},"subject":[],"published":{"date-parts":[[2025,6,25]]}}}