{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T06:16:14Z","timestamp":1778220974215,"version":"3.51.4"},"reference-count":83,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":["82372097"],"award-info":[{"award-number":["82372097"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shanghai Sailing Program","award":["22YF1409300"],"award-info":[{"award-number":["22YF1409300"]}]},{"name":"CCF-Baidu Open Fund","award":["CCF-BAIDU 202316"],"award-info":[{"award-number":["CCF-BAIDU 202316"]}]},{"name":"Taishan Scholars Program","award":["tsqn202408245"],"award-info":[{"award-number":["tsqn202408245"]}]},{"name":"International Science and Technology Cooperation Program"},{"name":"Shanghai Action Plan for Science","award":["23410710400"],"award-info":[{"award-number":["23410710400"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Multimedia"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tmm.2025.3613165","type":"journal-article","created":{"date-parts":[[2025,9,22]],"date-time":"2025-09-22T17:45:19Z","timestamp":1758563119000},"page":"9111-9124","source":"Crossref","is-referenced-by-count":4,"title":["Tackling Ambiguity From Perspectives of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1910-7815","authenticated-orcid":false,"given":"Zhiwei","family":"Yang","sequence":"first","affiliation":[{"name":"Academy for Engineering and Technology, Fudan University, Shanghai, China"}]},{"given":"Yucong","family":"Meng","sequence":"additional","affiliation":[{"name":"Digital Medical Research Center, School of Basic Medical Science, Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7094-503X","authenticated-orcid":false,"given":"Kexue","family":"Fu","sequence":"additional","affiliation":[{"name":"Shandong Computer Science Center, Qilu University of Technology, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2947-8783","authenticated-orcid":false,"given":"Shuo","family":"Wang","sequence":"additional","affiliation":[{"name":"Digital Medical Research Center, School of Basic Medical Science, Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9873-216X","authenticated-orcid":false,"given":"Zhijian","family":"Song","sequence":"additional","affiliation":[{"name":"Zhongshan Hospital, Fudan University, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00717"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298780"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00523"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2914870"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_34"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.344"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.315"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.191"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00267"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref12","first-page":"1","article-title":"Efficient inference in fully connected CRFs with Gaussian edge potentials","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"24","author":"Krhenbhl","year":"2011"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_21"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02267"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3267891"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2013.2293424"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.687"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00406"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00444"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01639"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00692"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2772235"},{"key":"ref23","first-page":"1","article-title":"Auto-encoding variational Bayes","volume-title":"Proc. 2nd Int. Conf. Learn. Representations","author":"Kingma","year":"2014"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00231"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00690"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01634"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00427"},{"key":"ref29","article-title":"Vision transformers with patch diversification","author":"Gong","year":"2021"},{"key":"ref30","first-page":"1","article-title":"Revisiting over-smoothing in BERT from the perspective of graph","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Shi","year":"2022"},{"key":"ref31","first-page":"27408","article-title":"Reducing information bottleneck for weakly supervised semantic segmentation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"2021","author":"Lee"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.2991592"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.108663"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475675"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00346"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00425"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01229"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.00106"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01469"},{"key":"ref40","first-page":"655","article-title":"Causal intervention for weakly-supervised semantic segmentation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Zhang","year":"2020"},{"key":"ref41","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Radford","year":"2021"},{"key":"ref42","first-page":"1","article-title":"What uncertainties do we need in Bayesian deep learning for computer vision?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Kendall","year":"2017"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.5555\/3045390.3045502"},{"key":"ref44","first-page":"1","article-title":"A simple baseline for Bayesian uncertainty in deep learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"2019","author":"Maddox"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00064"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00193"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i2.20034"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01942"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00411"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177703591"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00302"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01270-0_31"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3413778"},{"key":"ref54","article-title":"Rethinking atrous convolution for semantic image segmentation","author":"Chen","year":"2017"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.01.006"},{"key":"ref56","first-page":"12077","article-title":"SegFormer: Simple and efficient design for semantic segmentation with transformers","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"2021","author":"Xie"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00434"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00545"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01638"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3373566"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00104"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00108"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3444190"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72946-1_25"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3404422"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00431"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25408"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20056-4_26"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681710"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00429"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00345"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0733-5"},{"key":"ref73","first-page":"16037","article-title":"Expansion and shrinkage of localization for weakly-supervised semantic segmentation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Li","year":"2022"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-022-01590-z"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3467132"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2837502"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1412.7062"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.02.009"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/abde98"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58574-7_21"},{"issue":"11","key":"ref83","first-page":"2579","article-title":"Visualizing data using T-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Transactions on Multimedia"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6046\/10844992\/11175540.pdf?arnumber=11175540","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T18:34:30Z","timestamp":1766082870000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11175540\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":83,"URL":"https:\/\/doi.org\/10.1109\/tmm.2025.3613165","relation":{},"ISSN":["1520-9210","1941-0077"],"issn-type":[{"value":"1520-9210","type":"print"},{"value":"1941-0077","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}