{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T10:29:36Z","timestamp":1730197776467,"version":"3.28.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,31]],"date-time":"2023-10-31T00:00:00Z","timestamp":1698710400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,31]],"date-time":"2023-10-31T00:00:00Z","timestamp":1698710400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100020950","name":"National Science and Technology Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100020950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,31]]},"DOI":"10.1109\/apsipaasc58517.2023.10317436","type":"proceedings-article","created":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T19:07:46Z","timestamp":1700507266000},"page":"1712-1717","source":"Crossref","is-referenced-by-count":0,"title":["Task-Specific Pruning: Efficient Parameter Reduction in Multi-task Object Detection Models"],"prefix":"10.1109","author":[{"given":"Wei-Hsun","family":"Ke","sequence":"first","affiliation":[{"name":"National Yang Ming Chiao Tung University,Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu-Wen","family":"Tseng","sequence":"additional","affiliation":[{"name":"National Taiwan University,Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wen-Huang","family":"Cheng","sequence":"additional","affiliation":[{"name":"National Taiwan University,Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01283"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"article-title":"YOLOv4: Optimal Speed and Accuracy of Object Detection","year":"2020","author":"Bochkovskiy","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref5","first-page":"2943","article-title":"Rigging the lottery: Making all tickets winners","volume-title":"International Conference On Machine Learning","author":"Evci"},{"key":"ref6","first-page":"20852","article-title":"The generalization-stability tradeoff in neural network pruning","volume":"33","author":"Bartoldson","year":"2020","journal-title":"Advances In Neural Information Processing Systems."},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.01206"},{"article-title":"Rethinking atrous convolution for semantic image segmentation","year":"2017","author":"Chen","key":"ref8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICME52920.2022.9859583"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01193"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3295500.3356156"},{"key":"ref12","article-title":"Learning the number of neurons in deep networks","volume":"29","author":"Alvarez","year":"2016","journal-title":"Advances In Neural Information Processing Systems."},{"key":"ref13","first-page":"3259","article-title":"Linear mode connectivity and the lottery ticket hypothesis","volume-title":"International Conference On Machine Learning","author":"Frankle"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01158"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00535"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01544"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.298"},{"key":"ref18","first-page":"6377","article-title":"Pruning neural networks without any data by iteratively conserving synaptic flow","volume":"33","author":"Tanaka","year":"2020","journal-title":"Advances In Neural Information Processing Systems."},{"article-title":"Picking winning tickets before training by preserving gradient flow","year":"2020","author":"Wang","key":"ref19"},{"article-title":"Progressive skeletonization: Trimming more fat from a network at initialization","year":"2020","author":"De Jorge","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"article-title":"You only learn one representation: Unified network for multiple tasks","year":"2021","author":"Wang","key":"ref23"},{"article-title":"Yolox: Exceeding yolo series in 2021","year":"2021","author":"Ge","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_13"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01325"},{"article-title":"Dino: Detr with improved denoising anchor boxes for end-to-end object detection","year":"2022","author":"Zhang","key":"ref27"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.48047\/ijfans\/v11\/i12\/207"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref30","article-title":"Faster r-cnn: Towards real-time object detection with region proposal networks","volume":"28","author":"Ren","year":"2015","journal-title":"Advances In Neural Information Processing Systems."}],"event":{"name":"2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","start":{"date-parts":[[2023,10,31]]},"location":"Taipei, Taiwan","end":{"date-parts":[[2023,11,3]]}},"container-title":["2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10317071\/10317095\/10317436.pdf?arnumber=10317436","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T18:58:09Z","timestamp":1709405889000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10317436\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,31]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/apsipaasc58517.2023.10317436","relation":{},"subject":[],"published":{"date-parts":[[2023,10,31]]}}}