{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T19:34:35Z","timestamp":1771875275517,"version":"3.50.1"},"reference-count":47,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T00:00:00Z","timestamp":1720396800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T00:00:00Z","timestamp":1720396800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,7,8]]},"DOI":"10.23919\/fusion59988.2024.10706372","type":"proceedings-article","created":{"date-parts":[[2024,10,11]],"date-time":"2024-10-11T17:19:50Z","timestamp":1728667190000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["On the Robustness and Reliability of Late Multi-Modal Fusion using Probabilistic Circuits"],"prefix":"10.23919","author":[{"given":"Sahil","family":"Sidheekh","sequence":"first","affiliation":[{"name":"The University of Texas,Dallas"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pranuthi","family":"Tenali","sequence":"additional","affiliation":[{"name":"The University of Texas,Dallas"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saurabh","family":"Mathur","sequence":"additional","affiliation":[{"name":"The University of Texas,Dallas"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erik","family":"Blasch","sequence":"additional","affiliation":[{"name":"Air Force Research Lab"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sriraam","family":"Natarajan","sequence":"additional","affiliation":[{"name":"The University of Texas,Dallas"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2006.447"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"ref3","article-title":"High-level information fusion management and systems design","author":"Blasch","year":"2012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2011.08.001"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-022-00712-8"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413752"},{"key":"ref7","first-page":"1600","article-title":"Urref reliability versus credibility in information fusion (stanag 2511)","volume-title":"Proceedings of the 16th International Conference on Information Fusion","author":"Blasch"},{"key":"ref8","first-page":"1158","article-title":"Reliability in information fusion: literature survey","volume-title":"Proceedings of the seventh international conference on information fusion","volume":"2","author":"Rogova"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2003.817056"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.23919\/FUSION52260.2023.10224105"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICIF.2006.301693"},{"key":"ref12","first-page":"0","article-title":"Centralnet: a multi-layer approach for multimodal fusion","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV) Workshops","author":"Vielzeuf"},{"key":"ref13","article-title":"Credibility-aware multi-modal fusion using probabilistic circuits","volume":"abs\/2403.03281","author":"Sidheekh","year":"2024","journal-title":"ArXiv preprint"},{"key":"ref14","article-title":"Lecture notes: Probabilistic circuits: Representation and inference","author":"Choi","year":"2020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/5.554205"},{"issue":"2","key":"ref16","first-page":"198","article-title":"Uncertainty representation and evaluation for modeling and decision-making in information fusion","volume":"13","author":"De Villiers","year":"2018","journal-title":"Journal for Advances in Information Fusion"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2012.03.059"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46720-7_36"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.23919\/FUSION45008.2020.9190246"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2014.7008657"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01330"},{"key":"ref22","first-page":"557","article-title":"Cpm-nets: Cross partial multi-view networks","volume-title":"Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019","author":"Zhang"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00713"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102428"},{"key":"ref25","first-page":"3753","article-title":"Deepproblog: Neural probabilistic logic programming","volume-title":"Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018","author":"Manhaeve"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1020"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9197266"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24571-8_47"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24571-8_51"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/BF02551274"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2024\/910"},{"key":"ref33","article-title":"Probabilistic flow circuits: Towards unified deep models for tractable probabilistic inference","volume-title":"The 39th Conference on Uncertainty in Artificial Intelligence","author":"Sidheekh"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2011.6130310"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5993\/AJHB.32.1.8"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/9781119013563"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1214\/18-STS644"},{"key":"ref38","first-page":"29","article-title":"Multiple imputation","author":"Rubin","year":"2018","journal-title":"Flexible Imputation of Missing Data, Second Edition"},{"key":"ref39","first-page":"4413","article-title":"MIWAE: deep generative modelling and imputation of incomplete data sets","volume-title":"Proceedings of the 36th International Conference on Machine Learning, ICML 2019","volume":"97","author":"Mattei"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1996.10476908"},{"key":"ref41","first-page":"1321","article-title":"On calibration of modern neural networks","volume-title":"Proceedings of the 34th International Conference on Machine Learning, ICML 2017","volume":"70","author":"Guo"},{"key":"ref42","first-page":"1","article-title":"Urref self-confidence in information fusion trust","volume-title":"17th International Conference on Information Fusion (FUSION)","author":"Blasch"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102430"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.2307\/2987588.JSTOR:2987588"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9602"},{"key":"ref46","article-title":"A baseline for detecting misclassified and out-of-distribution examples in neural networks","volume-title":"5th International Conference on Learning Representations, ICLR 2017","author":"Hendrycks"},{"key":"ref47","first-page":"23 429","article-title":"Calibrating multimodal learning","volume-title":"International Conference on Machine Learning","author":"Ma"}],"event":{"name":"2024 27th International Conference on Information Fusion (FUSION)","location":"Venice, Italy","start":{"date-parts":[[2024,7,8]]},"end":{"date-parts":[[2024,7,11]]}},"container-title":["2024 27th International Conference on Information Fusion (FUSION)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10706250\/10706251\/10706372.pdf?arnumber=10706372","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,12]],"date-time":"2024-10-12T04:34:14Z","timestamp":1728707654000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10706372\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,8]]},"references-count":47,"URL":"https:\/\/doi.org\/10.23919\/fusion59988.2024.10706372","relation":{},"subject":[],"published":{"date-parts":[[2024,7,8]]}}}