{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T02:10:05Z","timestamp":1774577405581,"version":"3.50.1"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"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":[[2019,11]]},"DOI":"10.1109\/ieeeconf44664.2019.9048921","type":"proceedings-article","created":{"date-parts":[[2020,3,31]],"date-time":"2020-03-31T05:10:33Z","timestamp":1585631433000},"page":"888-895","source":"Crossref","is-referenced-by-count":15,"title":["A Closer Look at Disentangling in \u03b2-VAE"],"prefix":"10.1109","author":[{"given":"Harshvardhan","family":"Sikka","sequence":"first","affiliation":[]},{"given":"Weishun","family":"Zhong","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Yin","sequence":"additional","affiliation":[]},{"given":"Cengiz","family":"Pehlevant","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref11","article-title":"Challenging common assumptions in the unsupervised learning of disentangled representations","author":"locatello","year":"2018","journal-title":"arXiv preprint arXiv 1811 12359"},{"key":"ref12","article-title":"Towards a definition of disentangled representations","author":"higgins","year":"2018","journal-title":"arXiv preprint arXiv 1812 02588"},{"key":"ref13","volume":"806","author":"dayan","year":"2001","journal-title":"Theoretical Neuroscience"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007665907178"},{"key":"ref15","article-title":"Tutorial on variational autoencoders","author":"doersch","year":"2016","journal-title":"arXiv preprint arXiv 1606 05908"},{"key":"ref16","article-title":"Understanding disentangling in ?-vae","author":"burgess","year":"2018","journal-title":"arXiv preprint arXiv 1804 03599"},{"key":"ref17","article-title":"Multimodal unsupervised image-to-image translation","author":"huang","year":"2018","journal-title":"the European Conference on Computer Vision (ECCV)"},{"key":"ref18","first-page":"5967","article-title":"Fader networks: Manipulating images by sliding attributes","author":"lample","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"ref4","article-title":"An information-theoretic analysis of deep latent-variable models","author":"alemi","year":"2018"},{"key":"ref3","first-page":"3","article-title":"Autoencoders, minimum description length and helmholtz free energy","author":"hinton","year":"1994","journal-title":"Advances in neural information processing systems"},{"key":"ref6","first-page":"6","article-title":"beta-vae: Learning basic visual concepts with a constrained variational framework","volume":"2","author":"higgins","year":"2017","journal-title":"ICLRE"},{"key":"ref5","article-title":"Auto-encoding variational bayes","author":"kingma","year":"2013","journal-title":"arXiv preprint arXiv 1312 6114"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00026-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1561\/2200000056"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0042-6989(97)00169-7"},{"key":"ref9","article-title":"Variational au-toencoders and nonlinear ica: A unifying framework","author":"khemakhem","year":"2019","journal-title":"arXiv preprint arXiv 1907 09977"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2007.06.010"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.141"},{"key":"ref21","first-page":"4414","article-title":"Unsupervised learning of disentangled representations from video","author":"denton","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref24","first-page":"5925","article-title":"Learning disentangled representations with semi-supervised deep generative models","author":"siddharth","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref23","article-title":"Disentangled representation learning for text style transfer","author":"john","year":"2018","journal-title":"arXiv preprint arXiv 1808 04761"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv preprint arXiv 1412 6980"}],"event":{"name":"2019 53rd Asilomar Conference on Signals, Systems, and Computers","location":"Pacific Grove, CA, USA","start":{"date-parts":[[2019,11,3]]},"end":{"date-parts":[[2019,11,6]]}},"container-title":["2019 53rd Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9034466\/9048648\/09048921.pdf?arnumber=9048921","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:47:21Z","timestamp":1658094441000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9048921\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/ieeeconf44664.2019.9048921","relation":{},"subject":[],"published":{"date-parts":[[2019,11]]}}}