{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T14:52:58Z","timestamp":1758120778544,"version":"3.28.0"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,19]],"date-time":"2024-05-19T00:00:00Z","timestamp":1716076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,19]],"date-time":"2024-05-19T00:00:00Z","timestamp":1716076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010450","name":"Nova","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010450","id-type":"DOI","asserted-by":"publisher"}]},{"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":[[2024,5,19]]},"DOI":"10.1109\/iscas58744.2024.10557934","type":"proceedings-article","created":{"date-parts":[[2024,7,2]],"date-time":"2024-07-02T17:22:52Z","timestamp":1719940972000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["Similarity-Aware Fast Low-Rank Decomposition Framework for Vision Transformers"],"prefix":"10.1109","author":[{"given":"Yuan-June","family":"Luo","sequence":"first","affiliation":[{"name":"National Taiwan University,Graduate Institute of Electrical Engineering,Taipei,Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu-Shan","family":"Tai","sequence":"additional","affiliation":[{"name":"National Taiwan University,Graduate Institute of Electrical Engineering,Taipei,Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ming-Guang","family":"Lin","sequence":"additional","affiliation":[{"name":"National Taiwan University,Graduate Institute of Electrical Engineering,Taipei,Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"An-Yeu Andy","family":"Wu","sequence":"additional","affiliation":[{"name":"National Taiwan University,Graduate Institute of Electrical Engineering,Taipei,Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"An image is worth 16x16 words: transformers for image recognition at scale","year":"2020","author":"Dosovitskiy","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"article-title":"Training data-efficient image transformers & distillation through attention","volume-title":"International conference on machine learning","author":"Touvron","key":"ref3"},{"article-title":"Toward transformer-based object detection","year":"2020","author":"Beal","key":"ref4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00717"},{"article-title":"Vision transformer pruning","year":"2021","author":"Zhu","key":"ref6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20222"},{"author":"Yang","key":"ref8","article-title":"Nvit: vision transformer compression and parameter redistribution"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-022-3646-6"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20083-0_37"},{"key":"ref11","article-title":"Singular value decomposition (SVD) and generalized singular value decomposition","volume":"907","author":"Abdi","year":"2007","journal-title":"Encyclopedia of measurement and statistics"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053878"},{"article-title":"Scatterbrain: unifying sparse and low-rank attention approximation","year":"2021","author":"Chen","key":"ref13"},{"author":"Sung","key":"ref14","article-title":"Trimsformer: trimming transformer via searching for low-rank structure"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.298"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00411"},{"article-title":"Convolutional neural networks with low-rank regularization","year":"2015","author":"Tai","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/136"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00807"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"}],"event":{"name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","start":{"date-parts":[[2024,5,19]]},"location":"Singapore, Singapore","end":{"date-parts":[[2024,5,22]]}},"container-title":["2024 IEEE International Symposium on Circuits and Systems (ISCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10557746\/10557828\/10557934.pdf?arnumber=10557934","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,3]],"date-time":"2024-07-03T06:42:58Z","timestamp":1719988978000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10557934\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,19]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/iscas58744.2024.10557934","relation":{},"subject":[],"published":{"date-parts":[[2024,5,19]]}}}