{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T15:17:45Z","timestamp":1775229465222,"version":"3.50.1"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"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":[[2025,6,8]]},"DOI":"10.1109\/icc52391.2025.11160772","type":"proceedings-article","created":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T17:34:55Z","timestamp":1758908095000},"page":"644-649","source":"Crossref","is-referenced-by-count":1,"title":["Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?"],"prefix":"10.1109","author":[{"given":"Hongru","family":"Li","sequence":"first","affiliation":[{"name":"The Hong Kong University of Science and Technology,Dept. of Electronic and Computer Engineering,Hong Kong"}]},{"given":"Hang","family":"Zhao","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Dept. of Electronic and Computer Engineering,Hong Kong"}]},{"given":"Hengtao","family":"He","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Dept. of Electronic and Computer Engineering,Hong Kong"}]},{"given":"Shenghui","family":"Song","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Dept. of Electronic and Computer Engineering,Hong Kong"}]},{"given":"Jun","family":"Zhang","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Dept. of Electronic and Computer Engineering,Hong Kong"}]},{"given":"Khaled B.","family":"Letaief","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology,Dept. of Electronic and Computer Engineering,Hong Kong"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1900271"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3007787"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3126087"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/jsac.2025.3559116"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2023.3239189"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3071210"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/e26020102"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISLPED.2019.8824955"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2919300"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/tccn.2024.3424842"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3221968"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2021.11.003"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/WOCC61718.2024.10785582"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3314888"},{"key":"ref15","article-title":"Deep variational information bottleneck","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Alemi","year":"2017"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/e22090999"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref18","author":"Tsai","year":"2020","journal-title":"Selfsupervised learning from a multi-view perspective"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3191118"},{"key":"ref20","author":"Federici","year":"2020","journal-title":"Learning robust representations via multi-view information bottleneck"},{"key":"ref21","author":"van den Oord","year":"2018","journal-title":"Representation learning with contrastive predictive coding"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1126\/science.aab3050"}],"event":{"name":"ICC 2025 - IEEE International Conference on Communications","location":"Montreal, QC, Canada","start":{"date-parts":[[2025,6,8]]},"end":{"date-parts":[[2025,6,12]]}},"container-title":["ICC 2025 - IEEE International Conference on Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11160703\/11160705\/11160772.pdf?arnumber=11160772","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T14:32:58Z","timestamp":1759242778000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11160772\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,8]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/icc52391.2025.11160772","relation":{},"subject":[],"published":{"date-parts":[[2025,6,8]]}}}