{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T16:19:08Z","timestamp":1783700348564,"version":"3.55.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,25]],"date-time":"2025-05-25T00:00:00Z","timestamp":1748131200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,25]],"date-time":"2025-05-25T00:00:00Z","timestamp":1748131200000},"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":[[2025,5,25]]},"DOI":"10.1109\/iscas56072.2025.11044244","type":"proceedings-article","created":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T17:42:19Z","timestamp":1751046139000},"page":"1-5","source":"Crossref","is-referenced-by-count":1,"title":["Leveraging Image Difficulty for Run-Time Adaptive DNN Inference on Embedded Devices"],"prefix":"10.1109","author":[{"given":"Vasileios","family":"Pentsos","sequence":"first","affiliation":[{"name":"Southern Illinois University,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ourania","family":"Spantidi","sequence":"additional","affiliation":[{"name":"Eastern Michigan University,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Georgios","family":"Zervakis","sequence":"additional","affiliation":[{"name":"University of Patras,Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Iraklis","family":"Anagnostopoulos","sequence":"additional","affiliation":[{"name":"Southern Illinois University,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD51958.2021.9643491"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSPEC.2019.8701189"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2020.3012753"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2022.3197522"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00286"},{"key":"ref6","author":"Choi","year":"2018","journal-title":"Pact: Parameterized clipping activation for quantized neural networks"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00881"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00225"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2022.3178730"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.237"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2214050"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX.2013.6603194"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2577891"},{"key":"ref14","article-title":"How hard are computer vision datasets? calibrating dataset difficulty to viewing time","volume-title":"36th Conference on Neural Information Processing Systems","author":"Mayo"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2016.2616357"},{"key":"ref16","article-title":"Post training 4-bit quantization of convolutional networks for rapid-deployment","volume":"32","author":"Banner","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref17","author":"Canziani","year":"2016","journal-title":"An analysis of deep neural network models for practical applications"}],"event":{"name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","location":"London, United Kingdom","start":{"date-parts":[[2025,5,25]]},"end":{"date-parts":[[2025,5,28]]}},"container-title":["2025 IEEE International Symposium on Circuits and Systems (ISCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11043142\/11042930\/11044244.pdf?arnumber=11044244","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T07:00:39Z","timestamp":1751094039000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11044244\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,25]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/iscas56072.2025.11044244","relation":{},"subject":[],"published":{"date-parts":[[2025,5,25]]}}}