{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T11:28:01Z","timestamp":1764588481317,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":43,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,26]],"date-time":"2023-10-26T00:00:00Z","timestamp":1698278400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62101336"],"award-info":[{"award-number":["62101336"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong Basic and Applied Basic Research Foundation","award":["2022A1515011301"],"award-info":[{"award-number":["2022A1515011301"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,10,26]]},"DOI":"10.1145\/3581783.3612350","type":"proceedings-article","created":{"date-parts":[[2023,10,27]],"date-time":"2023-10-27T07:26:54Z","timestamp":1698391614000},"page":"2498-2506","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Improving Federated Person Re-Identification through Feature-Aware Proximity and Aggregation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-2753-2245","authenticated-orcid":false,"given":"Pengling","family":"Zhang","sequence":"first","affiliation":[{"name":"Shenzhen University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8537-3532","authenticated-orcid":false,"given":"Huibin","family":"Yan","sequence":"additional","affiliation":[{"name":"Shenzhen University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0416-7719","authenticated-orcid":false,"given":"Wenhui","family":"Wu","sequence":"additional","affiliation":[{"name":"Shenzhen University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1395-4383","authenticated-orcid":false,"given":"Shuoyao","family":"Wang","sequence":"additional","affiliation":[{"name":"Shenzhen University, Shenzhen University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,10,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10593-2_45"},{"key":"e_1_3_2_1_2_1","first-page":"59","volume-title":"ACM workshop Human gesture and behavior understanding","author":"Baltieri Davide","year":"2011","unstructured":"Davide Baltieri, Roberto Vezzani, and Rita Cucchiara. 3dpes: 3d people dataset for surveillance and forensics. In ACM workshop Human gesture and behavior understanding, pages 59--64, 2011."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.405"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/2919332.2919877"},{"issue":"11","key":"e_1_3_2_1_5_1","first-page":"3183","article-title":"Deep hybrid similarity learning for person re-identification","volume":"28","author":"Zhu Jianqing","year":"2018","unstructured":"Jianqing Zhu, Huanqiang Zeng, Shengcai Liao, Zhen Lei, Canhui Cai, and Lixin Zheng. Deep hybrid similarity learning for person re-identification. In IEEE TCSVT, 28(11):3183--3193, 2018.","journal-title":"IEEE TCSVT"},{"issue":"1","key":"e_1_3_2_1_6_1","first-page":"160","article-title":"Incomplete descriptor mining with elastic loss for person re-identification","volume":"32","author":"Tan Hongchen","year":"2022","unstructured":"Hongchen Tan, Xiuping Liu, Yuhao Bian, Huasheng Wang, and Baocai Yin. Incomplete descriptor mining with elastic loss for person re-identification. In IEEE TCSVT, 32(1):160--171, 2022.","journal-title":"IEEE TCSVT"},{"key":"e_1_3_2_1_7_1","first-page":"15013","volume-title":"ICCV","author":"He Shuting","year":"2021","unstructured":"Shuting He, Hao Luo, Pichao Wang, Fan Wang, Hao Li, and Wei Jiang. Transreid: Transformer-based object re-identification. In ICCV, pages 15013--15022, 2021."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58517-4_33"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58610-2_9"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00620"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00343"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01588"},{"issue":"3","key":"e_1_3_2_1_13_1","first-page":"1160","article-title":"Cross-domain person re-identification using heterogeneous convolutional network","volume":"32","author":"Zhang Zhong","year":"2022","unstructured":"Zhong Zhang, Yanan Wang, Shuang Liu, Baihua Xiao, and Tariq S. Durrani. Cross-domain person re-identification using heterogeneous convolutional network. In IEEE TCSVT, 32(3):1160--1171, 2022.","journal-title":"IEEE TCSVT"},{"key":"e_1_3_2_1_14_1","first-page":"1273","volume-title":"AISTATS","author":"McMahan Brendan","year":"2017","unstructured":"Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, and Blaise Aguera y Arcas. Communication-efficient learning of deep networks from decentralized data. In AISTATS, pages 1273--1282, 2017."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00107"},{"key":"e_1_3_2_1_16_1","volume-title":"Sung Ju Hwang, and Eunho Yang. Fedmix: Approximation of mixup under mean augmented federated learning. In arXiv preprint arXiv:2107.00233","author":"Yoon Tehrim","year":"2021","unstructured":"Tehrim Yoon, Sumin Shin, Sung Ju Hwang, and Eunho Yang. Fedmix: Approximation of mixup under mean augmented federated learning. In arXiv preprint arXiv:2107.00233, 2021."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01057"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413814"},{"key":"e_1_3_2_1_19_1","volume-title":"On the convergence of federated optimization in heterogeneous networks. In arXiv preprint arXiv:1812.06127","author":"Sahu Anit Kumar","year":"2018","unstructured":"Anit Kumar Sahu, Tian Li, Maziar Sanjabi, Manzil Zaheer, Ameet Talwalkar, and Virginia Smith. On the convergence of federated optimization in heterogeneous networks. In arXiv preprint arXiv:1812.06127, 2018."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00982"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.05.028"},{"key":"e_1_3_2_1_22_1","first-page":"8351","volume-title":"ICCV","author":"Chen Tianlong","year":"2019","unstructured":"Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, and Zhangyang Wang. Abd-net: Attentive but diverse person re-identification. In ICCV, pages 8351--8361, 2019."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3240552"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01225-0_30"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20155"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475202"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3243316"},{"key":"e_1_3_2_1_28_1","volume-title":"ICLR","author":"Ge Yixiao","year":"2019","unstructured":"Yixiao Ge, Dapeng Chen, and Hongsheng Li. Mutual mean-teaching: Pseudo label refinery for unsupervised domain adaptation on person re-identification. In ICLR, 2019."},{"issue":"11","key":"e_1_3_2_1_29_1","first-page":"4334","article-title":"Improving domain-adaptive person re-identification by dual-alignment learning with camera-aware image generation","volume":"31","author":"Zhang Chenyang","year":"2021","unstructured":"Chenyang Zhang, Yongqiang Tang, Zhizhong Zhang, Ding Li, Xuebing Yang, and Wensheng Zhang. Improving domain-adaptive person re-identification by dual-alignment learning with camera-aware image generation. In IEEE TCSVT, 31(11):4334--4346, 2021.","journal-title":"IEEE TCSVT"},{"issue":"6","key":"e_1_3_2_1_30_1","first-page":"3825","article-title":"Adaptive deep clustering for unsupervised domain adaptation in person re-identification","volume":"32","author":"Li Shihua","year":"2022","unstructured":"Shihua Li, Mingkuan Yuan, Jie Chen, and Zhilan Hu. Adadc: Adaptive deep clustering for unsupervised domain adaptation in person re-identification. In IEEE TCSVT, 32(6):3825--3838, 2022.","journal-title":"IEEE TCSVT"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093606"},{"key":"e_1_3_2_1_32_1","volume-title":"An isolated data island benchmark suite for federated learning. arXiv preprint arXiv:2008.07257","author":"Liang Yuan","year":"2020","unstructured":"Yuan Liang, Yange Guo, Yanxia Gong, Chunjie Luo, Jianfeng Zhan, and Yunyou Huang. An isolated data island benchmark suite for federated learning. arXiv preprint arXiv:2008.07257, 2020."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796935"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3531013"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i4.16396"},{"key":"e_1_3_2_1_36_1","first-page":"31","volume-title":"ACCV","author":"Li Wei","year":"2012","unstructured":"Wei Li, Rui Zhao, and Xiaogang Wang. Human reidentification with transferred metric learning. In ACCV, pages 31--44, 2012."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00016"},{"key":"e_1_3_2_1_38_1","volume-title":"NeurlIPS","volume":"31","author":"Zhang Zhilu","year":"2018","unstructured":"Zhilu Zhang and Mert Sabuncu. Generalized cross entropy loss for training deep neural networks with noisy labels. In NeurlIPS, volume 31, 2018."},{"key":"e_1_3_2_1_39_1","volume-title":"defense of the triplet loss for person re-identification. arXiv preprint arXiv:1703.07737","author":"Hermans Alexander","year":"2017","unstructured":"Alexander Hermans, Lucas Beyer, and Bastian Leibe. In defense of the triplet loss for person re-identification. arXiv preprint arXiv:1703.07737, 2017."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.27"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88682-2_21"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21227-7_9"},{"issue":"86","key":"e_1_3_2_1_43_1","first-page":"2579","article-title":"Visualizing data using t-sne","volume":"9","author":"van der Maaten Laurens","year":"2008","unstructured":"Laurens van der Maaten and Geoffrey Hinton. Visualizing data using t-sne. In JMLR, 9(86):2579--2605, 2008","journal-title":"JMLR"}],"event":{"name":"MM '23: The 31st ACM International Conference on Multimedia","sponsor":["SIGMM ACM Special Interest Group on Multimedia"],"location":"Ottawa ON Canada","acronym":"MM '23"},"container-title":["Proceedings of the 31st ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581783.3612350","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3581783.3612350","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T00:00:53Z","timestamp":1755820853000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581783.3612350"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,26]]},"references-count":43,"alternative-id":["10.1145\/3581783.3612350","10.1145\/3581783"],"URL":"https:\/\/doi.org\/10.1145\/3581783.3612350","relation":{},"subject":[],"published":{"date-parts":[[2023,10,26]]},"assertion":[{"value":"2023-10-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}