{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,5]],"date-time":"2026-07-05T11:24:52Z","timestamp":1783250692519,"version":"3.54.6"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,13]],"date-time":"2022-10-13T00:00:00Z","timestamp":1665619200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,13]],"date-time":"2022-10-13T00:00:00Z","timestamp":1665619200000},"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":[[2022,10,13]]},"DOI":"10.1109\/dsaa54385.2022.10032367","type":"proceedings-article","created":{"date-parts":[[2023,2,8]],"date-time":"2023-02-08T18:54:03Z","timestamp":1675882443000},"page":"1-10","source":"Crossref","is-referenced-by-count":13,"title":["Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks"],"prefix":"10.1109","author":[{"given":"Yuchong","family":"Yao","sequence":"first","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaohui","family":"Wang","sequence":"additional","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuanbang","family":"Ma","sequence":"additional","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Han","family":"Fang","sequence":"additional","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiaying","family":"Wei","sequence":"additional","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liyuan","family":"Chen","sequence":"additional","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Anaissi","sequence":"additional","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Braytee","sequence":"additional","affiliation":[{"name":"The University of Sydney,School of Computer Science,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref2","article-title":"Mnist handwritten digit database","volume-title":"ATT Labs","volume":"2","author":"LeCun","year":"2010"},{"key":"ref3","article-title":"Fashion-mnist: a novel image dataset for benchmarking machine learning algorithms","author":"Xiao","year":"2017"},{"key":"ref4","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3342512"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1117\/12.2551166"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533928"},{"key":"ref9","article-title":"Bagan: Data augmentation with balancing gan","author":"Mariani","year":"2018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-06163-8"},{"key":"ref11","article-title":"Jigsaw-vae: Towards balancing features in variational autoencoders","author":"Taghanaki","year":"2020"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICSP.2018.8652272"},{"issue":"1","key":"ref13","first-page":"1079","article-title":"Dcgan for handling imbalanced malaria dataset based on over-sampling technique and using cnn","volume":"20","author":"Shoohi","year":"2020","journal-title":"Medico Legal Update"},{"key":"ref14","first-page":"365","article-title":"Using wgan for improving imbalanced classification performance","volume-title":"AICS","author":"Bhatia"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2896409"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT49239.2020.9225684"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2994762"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00414-0"},{"key":"ref20","article-title":"Generative adversarial nets","volume":"27","author":"Goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref21","article-title":"On convergence and stability of gans","author":"Kodali","year":"2017"},{"key":"ref22","first-page":"214","article-title":"Wasserstein generative adversarial networks","volume-title":"International conference on machine learning","author":"Arjovsky"},{"key":"ref23","article-title":"Auto-encoding variational bayes","author":"Kingma","year":"2013"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2496264"},{"key":"ref25","article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","author":"Radford","year":"2015"}],"event":{"name":"2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)","location":"Shenzhen, China","start":{"date-parts":[[2022,10,13]]},"end":{"date-parts":[[2022,10,16]]}},"container-title":["2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10032305\/10032324\/10032367.pdf?arnumber=10032367","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T12:20:15Z","timestamp":1707826815000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10032367\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,13]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/dsaa54385.2022.10032367","relation":{},"subject":[],"published":{"date-parts":[[2022,10,13]]}}}