{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T09:32:00Z","timestamp":1769160720427,"version":"3.49.0"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62372125"],"award-info":[{"award-number":["62372125"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22A2030"],"award-info":[{"award-number":["U22A2030"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003392","name":"Fujian Provincial Natural Science Foundation","doi-asserted-by":"publisher","award":["2023J01246"],"award-info":[{"award-number":["2023J01246"]}],"id":[{"id":"10.13039\/501100003392","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key R&amp;D projects in Hunan Province","award":["2022SK2106"],"award-info":[{"award-number":["2022SK2106"]}]},{"name":"Guangdong Natural Science Funds for Distinguished Young Scholar","award":["2023B1515020041"],"award-info":[{"award-number":["2023B1515020041"]}]},{"name":"National Key R&amp;D Program of China","award":["2024YFF0618800"],"award-info":[{"award-number":["2024YFF0618800"]}]},{"DOI":"10.13039\/501100019092","name":"Science Fund for Distinguished Young Scholars of Hunan Province","doi-asserted-by":"publisher","award":["2024JJ2025"],"award-info":[{"award-number":["2024JJ2025"]}],"id":[{"id":"10.13039\/501100019092","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tai.2024.3502577","type":"journal-article","created":{"date-parts":[[2024,11,20]],"date-time":"2024-11-20T14:16:21Z","timestamp":1732112181000},"page":"921-933","source":"Crossref","is-referenced-by-count":1,"title":["DGeC: Dynamically and Globally Enhanced Convolution"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-7952-5017","authenticated-orcid":false,"given":"Zihang","family":"Zhang","sequence":"first","affiliation":[{"name":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8018-8020","authenticated-orcid":false,"given":"Yuling","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5641-7169","authenticated-orcid":false,"given":"Zhili","family":"Zhou","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence and Blockchain, Guangzhou University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2734-659X","authenticated-orcid":false,"given":"Gaobo","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9131-0578","authenticated-orcid":false,"given":"Xin","family":"Liao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5208-7975","authenticated-orcid":false,"given":"Q. M. Jonathan","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1106","article-title":"ImageNet classification with deep convolutional neural networks","volume":"25","author":"Krizhevsky","year":"2012","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.89"},{"key":"ref4","first-page":"1305","article-title":"CondConv: Conditionally parameterized convolutions for efficient inference","volume":"32","author":"Yang","year":"2019","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref5","article-title":"Dynamic filter networks","volume":"29","author":"Jia","year":"2016","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00797"},{"key":"ref7","article-title":"Revisiting dynamic convolution via matrix decomposition","author":"Li","year":"2021"},{"key":"ref8","article-title":"Parameter efficient dynamic convolution via tensor decomposition","volume-title":"Proc. Brit. Mach. Vis. Conf. (BMVC)","author":"Hou","year":"2021"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.01166"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.75"},{"key":"ref11","article-title":"Container: Context aggregation network","author":"Gao","year":"2021"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00089"},{"key":"ref13","article-title":"Locally enhanced self-attention: Combining self-attention and convolution as local and context terms","author":"Yang","year":"2021"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00518"},{"key":"ref15","article-title":"A close look at spatial modeling: From attention to convolution","author":"Ma","year":"2022"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00953"},{"key":"ref17","article-title":"Deformable kernels: Adapting effective receptive fields for object deformation","author":"Gao","year":"2019"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00658"},{"key":"ref19","first-page":"68","article-title":"Stand-alone self-attention in vision models","volume":"32","author":"Ramachandran","year":"2019","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref20","article-title":"On the connection between local attention and dynamic depth-wise convolution","author":"Han","year":"2021"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref22","article-title":"Multi-scale context aggregation by dilated convolutions","author":"Yu","year":"2015"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00338"},{"key":"ref24","first-page":"350","article-title":"A^2-Nets: Double attention networks","volume":"31","author":"Chen","year":"2018","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00926"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3206108"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i16.17664"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref30","article-title":"BAM: Bottleneck attention module","author":"Park","year":"2018"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1807.06521"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2938758"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.634"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00356"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3164083"},{"key":"ref36","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020"},{"key":"ref37","first-page":"10347","article-title":"Training data-efficient image transformers & distillation through attention","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Touvron","year":"2021"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00061"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref42","article-title":"MMDetection: Open MMLab detection toolbox and benchmark","author":"Chen","year":"2019"},{"key":"ref43","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","volume":"28","author":"Ren","year":"2015","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/10946214\/10758802.pdf?arnumber=10758802","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T19:01:07Z","timestamp":1764270067000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10758802\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":44,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tai.2024.3502577","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}