{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T05:09:51Z","timestamp":1748668191599,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T00:00:00Z","timestamp":1693785600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T00:00:00Z","timestamp":1693785600000},"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":[[2023,9,4]]},"DOI":"10.23919\/eusipco58844.2023.10289794","type":"proceedings-article","created":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T17:55:44Z","timestamp":1698861344000},"page":"1300-1304","source":"Crossref","is-referenced-by-count":2,"title":["Conditional Diffusion with Label Smoothing for Data Synthesis from Examples with Noisy Labels"],"prefix":"10.23919","author":[{"given":"Gentry","family":"Atkinson","sequence":"first","affiliation":[{"name":"Texas State University,Department of Computer Science,USA"}]},{"given":"Xiaomin","family":"Li","sequence":"additional","affiliation":[{"name":"Texas State University,Department of Computer Science,USA"}]},{"given":"Vangelis","family":"Metsis","sequence":"additional","affiliation":[{"name":"Texas State University,Department of Computer Science,USA"}]}],"member":"263","reference":[{"key":"ref13","article-title":"Tts-cgan: A transformer time-series conditional gan for biosignal data augmentation","author":"li","year":"2022","journal-title":"ArXiv Preprint"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-09342-5_13"},{"key":"ref15","article-title":"Umap: Uniform manifold approximation and projection for dimension reduction","author":"mcinnes","year":"2018","journal-title":"ArXiv Preprint"},{"key":"ref14","first-page":"6448","article-title":"Does label smoothing mitigate label noise?","author":"lukasik","year":"0","journal-title":"International Conference on Machine Learning"},{"key":"ref11","first-page":"2350","article-title":"Frechet audio distance: A reference-free metric for evaluating music enhancement algorithms","author":"kilgour","year":"2019","journal-title":"INTERSP EECH"},{"key":"ref10","first-page":"463","article-title":"Learning comprehensible descriptions of multivariate time series","volume":"454","author":"kadous","year":"1999","journal-title":"ICML"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3453892.3453900"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-79150-6_38"},{"key":"ref17","article-title":"Conditional generative adversarial nets","author":"mirza","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/app7101101"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/51.932724"},{"key":"ref18","article-title":"C-rnn-gan: Continuous recurrent neural networks with adversarial training","author":"mogren","year":"2016","journal-title":"ArXiv Preprint"},{"key":"ref24","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref23","article-title":"Data valuation without training of a model","author":"nohyun","year":"0","journal-title":"International Conference on Learning Representations"},{"key":"ref26","article-title":"Time-series generative adversarial networks","volume":"32","author":"yoon","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref25","first-page":"783","article-title":"Inception-v3 for flower classification","author":"xia","year":"0","journal-title":"2017 2nd International Conference on Image Vision and Computing (ICIVC)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8851920"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3623086"},{"key":"ref21","article-title":"When does label smoothing help?","volume":"32","author":"muller","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.155"},{"key":"ref8","first-page":"6840","article-title":"Denoising diffusion prob-abilistic models","volume":"33","author":"ho","year":"2020","journal-title":"Advances in neural information processing systems"},{"journal-title":"Twristar-wristband activity recognition","year":"2022","author":"lee","key":"ref7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053405"},{"key":"ref4","article-title":"Real-valued (medical) time series generation with recurrent conditional gans","author":"esteban","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref3","article-title":"Generative adversarial networks in time series: A survey and taxonomy","author":"brophy","year":"2021","journal-title":"ArXiv Preprint"},{"key":"ref6","article-title":"Gans trained by a two time-scale update rule converge to a local nash equilibrium","volume":"30","author":"heusel","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2292894"}],"event":{"name":"2023 31st European Signal Processing Conference (EUSIPCO)","start":{"date-parts":[[2023,9,4]]},"location":"Helsinki, Finland","end":{"date-parts":[[2023,9,8]]}},"container-title":["2023 31st European Signal Processing Conference (EUSIPCO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10289698\/10289713\/10289794.pdf?arnumber=10289794","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T23:05:34Z","timestamp":1698879934000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10289794\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,4]]},"references-count":27,"URL":"https:\/\/doi.org\/10.23919\/eusipco58844.2023.10289794","relation":{},"subject":[],"published":{"date-parts":[[2023,9,4]]}}}