{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T05:51:52Z","timestamp":1781589112812,"version":"3.54.5"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Finance Science and Technology Project of Xinjiang Uyghur Autonomous Region","award":["2023B01029-1"],"award-info":[{"award-number":["2023B01029-1"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62266043"],"award-info":[{"award-number":["62266043"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Outstanding Young Talent Foundation of Xinjiang Uygur Autonomous Region of China","award":["2023TSYCCX0043"],"award-info":[{"award-number":["2023TSYCCX0043"]}]},{"name":"Xinjiang Uygur Autonomous Region Innovation Program","award":["XJ2024G038"],"award-info":[{"award-number":["XJ2024G038"]}]},{"name":"Natural Science Foundation of Xinjiang Uygur Autonomous Region of China","award":["2022D01C692"],"award-info":[{"award-number":["2022D01C692"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Multimedia"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tmm.2026.3654462","type":"journal-article","created":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T20:50:42Z","timestamp":1768510242000},"page":"4346-4359","source":"Crossref","is-referenced-by-count":0,"title":["Gain From Give Up: Intuitive Data Augmentation Framework for Image Retrieval"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1636-4410","authenticated-orcid":false,"given":"Yi","family":"Lu","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Xinjiang University, Urumqi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6564-4745","authenticated-orcid":false,"given":"Yurong","family":"Qian","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xinjiang University, Urumqi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3771-9873","authenticated-orcid":false,"given":"Shu","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xinjiang University, Urumqi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9546-649X","authenticated-orcid":false,"given":"Jiaying","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Software, Xinjiang University, Urumqi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3852-164X","authenticated-orcid":false,"given":"Guangqi","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Jilin University, Changchun, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-1228-4469","authenticated-orcid":false,"given":"Yuning","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Software, Xinjiang University, Urumqi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3352255"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.63317\/5ajv9ahb5wpn"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106182"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2997020"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3272169"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3203216"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3213476"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3095399"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3080920"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3532624"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3218591"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2022.3157517"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICME52920.2022.9859900"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3304021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3222598"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02246"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111336"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01558"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.107791"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00294"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.l007\/978-3-319-46448-0_2"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00989"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3070129"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3271303"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3131042"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01189"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.array.2022.100258"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2025.3622600"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.7000"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/2025\/1\/012009"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/jimaging9020046"},{"key":"ref35","first-page":"2866","article-title":"mixup: Beyond empirical risk minimization","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Zhang","year":"2018"},{"key":"ref36","first-page":"6438","article-title":"Manifold mixup: Better representations by interpolating hidden states","volume-title":"Proc. Int. Conf. Learn. Representation","author":"Verma","year":"2019"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10066-4"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583369"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00115"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/wacv61041.2025.00641"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0197-0"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10235"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.598"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2864894"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.202"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3627673.3679747"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2964319"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01671"},{"key":"ref49","first-page":"1711","article-title":"Feature learning based deep supervised hashing with pairwise labels","volume-title":"Proc. Int. Joint Conf. Artif. Intell.","author":"Li","year":"2016"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412086"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3078451"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.124"},{"key":"ref54","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/1646396.1646452"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00315"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746805"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2921805"},{"key":"ref61","first-page":"1968","article-title":"How does mixup help with robustness and generalization?","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Zhang","year":"2021"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20053-3_26"},{"issue":"325","key":"ref63","first-page":"1","article-title":"On mixup regularization","volume":"23","author":"Carratino","year":"2022","journal-title":"J. Mach. Learn. Res."},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00896"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01266"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01064"},{"key":"ref67","first-page":"4287","article-title":"How do vision transformers work?","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Park","year":"2022"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00912"},{"key":"ref69","first-page":"12116","article-title":"Do vision transformers see like convolutional neural networks?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Raghu","year":"2021"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3294805"}],"container-title":["IEEE Transactions on Multimedia"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6046\/11342315\/11353909.pdf?arnumber=11353909","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T04:57:05Z","timestamp":1781585825000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11353909\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":70,"URL":"https:\/\/doi.org\/10.1109\/tmm.2026.3654462","relation":{},"ISSN":["1520-9210","1941-0077"],"issn-type":[{"value":"1520-9210","type":"print"},{"value":"1941-0077","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}