{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T16:16:59Z","timestamp":1775578619277,"version":"3.50.1"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004106","name":"East China Normal University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004106","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,7,15]]},"DOI":"10.1109\/icme57554.2024.10688270","type":"proceedings-article","created":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T17:24:16Z","timestamp":1727717056000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Enhancing Out-of-Distribution Generalization in VQA through Gini Impurity-guided Adaptive Margin Loss"],"prefix":"10.1109","author":[{"given":"Shuwen","family":"Yang","sequence":"first","affiliation":[{"name":"East China Normal University,Shanghai,China"}]},{"given":"Tianyu","family":"Huai","sequence":"additional","affiliation":[{"name":"East China Normal University,Shanghai,China"}]},{"given":"Anran","family":"Wu","sequence":"additional","affiliation":[{"name":"East China Normal University,Shanghai,China"}]},{"given":"Xingjiao","family":"Wu","sequence":"additional","affiliation":[{"name":"Fudan University,Shanghai,China"}]},{"given":"Wenxin","family":"Hu","sequence":"additional","affiliation":[{"name":"East China Normal University,Shanghai,China"}]},{"given":"Liang","family":"He","sequence":"additional","affiliation":[{"name":"East China Normal University,Shanghai,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1422953112"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00636"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.10"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1514"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00522"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01006"},{"key":"ref7","article-title":"Rubi: Reducing unimodal biases for visual question answering","volume":"32","author":"Cadene","year":"2019","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/151"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/98"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01123"},{"key":"ref11","first-page":"507","article-title":"Largemargin softmax loss for convolutional neural networks","volume-title":"Proceedings of International Conference on Machine Learning (ICML)","author":"Liu"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty373"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/402"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01251"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.63"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICME55011.2023.00109"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.670"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3487042"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6776"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2998805"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.265"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3004830"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00205"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58601-0_2"},{"key":"ref26","article-title":"Overcoming language priors in visual question answering with adversarial regularization","volume":"31","author":"Ramakrishnan","year":"2018","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref27","article-title":"Self-critical reasoning for robust visual question answering","volume":"32","author":"Wu","year":"2019","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.01041"},{"key":"ref29","first-page":"16292","article-title":"Introspective distillation for robust question answering","volume":"34","author":"Niu","year":"2021","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1418"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00161"},{"key":"ref32","first-page":"3784","article-title":"Debiased visual question answering from feature and sample perspectives","volume":"34","author":"Wen","year":"2021","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2023.103296"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01081"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.279"},{"key":"ref36","article-title":"Bilinear attention networks","volume":"31","author":"Kim","year":"2018","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01124"}],"event":{"name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","location":"Niagara Falls, ON, Canada","start":{"date-parts":[[2024,7,15]]},"end":{"date-parts":[[2024,7,19]]}},"container-title":["2024 IEEE International Conference on Multimedia and Expo (ICME)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10685847\/10687354\/10688270.pdf?arnumber=10688270","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T06:40:15Z","timestamp":1727764815000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10688270\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,15]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/icme57554.2024.10688270","relation":{},"subject":[],"published":{"date-parts":[[2024,7,15]]}}}