{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:28:33Z","timestamp":1763191713633,"version":"3.45.0"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"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":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228018","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["CEC-MMR: Cross-Entropy Clustering Approach to Multi-Modal Regression"],"prefix":"10.1109","author":[{"given":"Krzysztof","family":"Byrski","sequence":"first","affiliation":[{"name":"Jagiellonian University,Faculty of Mathematics and Computer Science,Krak&#x00F3;w,Poland"}]},{"given":"Jacek","family":"Tabor","sequence":"additional","affiliation":[{"name":"Jagiellonian University,Faculty of Mathematics and Computer Science,Krak&#x00F3;w,Poland"}]},{"given":"Przemys\u0142aw","family":"Spurek","sequence":"additional","affiliation":[{"name":"Jagiellonian University,Faculty of Mathematics and Computer Science,Krak&#x00F3;w,Poland"}]},{"given":"Marcin","family":"Mazur","sequence":"additional","affiliation":[{"name":"Jagiellonian University,Faculty of Mathematics and Computer Science,Krak&#x00F3;w,Poland"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2009.01.037"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(99)00018-0"},{"key":"ref3","first-page":"61","article-title":"Curve prediction with kernel regression","volume-title":"Proceedings of the 1st Workshop on Learning from Multi-Label Data","author":"Kuznar"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2011.2109934"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831028"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.21236\/ada456562"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.08.118"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.03.006"},{"article-title":"Mixture density networks","year":"1994","author":"Bishop","key":"ref9"},{"article-title":"An implicit function learning approach for parametric modal regression","year":"2020","author":"Pan","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2021.108314"},{"article-title":"How do mixture density rnns predict the future?","year":"2019","author":"Ellefsen","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9574.00078"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854321"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-018-0701-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.12.011"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-73003-5_196"},{"article-title":"The kernel mixture network: A nonparametric method for conditional density estimation of continuous random variables","year":"2017","author":"Ambrogioni","key":"ref18"},{"article-title":"Noise regularization for conditional density estimation","year":"2019","author":"Rothfuss","key":"ref19"},{"article-title":"Conditional density estimation with neural networks: Best practices and benchmarks","year":"2019","author":"Rothfuss","key":"ref20"},{"key":"ref21","first-page":"6881","article-title":"Trustworthy multimodal regression with mixture of normal-inverse gamma distributions","volume":"34","author":"Ma","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref22","first-page":"1799","article-title":"Multiple choice learning: Learning to produce multiple structured outputs","author":"Guzman-Rivera","year":"2012","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref23","first-page":"2119","article-title":"Stochastic multiple choice learning for training diverse deep ensembles","author":"Lee","year":"2016","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.233"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01240-3_37"},{"article-title":"Bayesian prediction of future street scenes using synthetic likelihoods","year":"2018","author":"Bhattacharyya","key":"ref26"},{"article-title":"Conditional density estimation with bayesian normalising flows","year":"2018","author":"Trippe","key":"ref27"},{"key":"ref28","first-page":"6571","article-title":"Neural ordinary differential equations","author":"Chen","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref29","article-title":"ShapeNet: An Information-Rich 3D Model Repository","author":"Chang","year":"2015","journal-title":"Stanford University \u2014 Princeton University \u2014 Toyota Technological Institute at Chicago, Tech. Rep."},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.1806\/table-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-013-0040-3"},{"article-title":"The million song dataset","year":"2011","author":"Bertin-Mahieux","key":"ref32"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228018.pdf?arnumber=11228018","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:26:29Z","timestamp":1763191589000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228018\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228018","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}