{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T06:40:04Z","timestamp":1792824004086,"version":"4.5.0"},"reference-count":38,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/icip.2018.8451701","type":"proceedings-article","created":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T13:59:22Z","timestamp":1536328762000},"page":"346-350","source":"Crossref","is-referenced-by-count":10,"title":["Supervised Deep Sparse Coding Networks"],"prefix":"10.1109","author":[{"given":"Xiaoxia","family":"Sun","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nasser M.","family":"Nasrabadi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Trac D.","family":"Tran","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.112"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.79"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2009.5206757"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref5","article-title":"Learning fast approximations of sparse coding","author":"Gregor","year":"2010","journal-title":"ICML"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973440.103"},{"key":"ref7","article-title":"Stable and efficient representation learning with nonnegativity constraints","author":"Lin","year":"2014","journal-title":"ICML"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref9","article-title":"Understanding trainable sparse coding via matrix factorization","author":"Moreau","year":"2017","journal-title":"ICLR"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_38"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5244\/c.30.87"},{"key":"ref13","article-title":"Swapout: Learning an ensemble of deep architectures","author":"Singh","year":"2016","journal-title":"NIPS"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2017.634"},{"key":"ref15","article-title":"SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <1mb model size","volume":"abs\/1602.07360","author":"landola","year":"2016","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.277"},{"key":"ref17","article-title":"A deep semi-NMF model for learning hidden representations","author":"Trigeorgis","year":"2014","journal-title":"ICML"},{"key":"ref18","article-title":"The importance of encoding versus training with sparse coding and vector quantization","author":"Coates","year":"2011","journal-title":"ICML"},{"key":"ref19","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","author":"Vincent","year":"2010","journal-title":"JMLR"},{"key":"ref20","article-title":"Stacked what-where auto-encoders","volume":"abs\/1506.02351","author":"Zhao","year":"2015","journal-title":"CoRR"},{"key":"ref21","article-title":"Augmenting supervised neural networks with unsupervised objectives for large-scale image classification","volume":"abs\/1606.06582","author":"Zhang","year":"2016","journal-title":"CoRR"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.156"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539958"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2012.6247948"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"ref27","article-title":"Online learning for matrix factorization and sparse coding","author":"Mairal","year":"2010","journal-title":"JMLR"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.2002.1030067"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1502.03167"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-007-0176-2"},{"key":"ref31","article-title":"Matconvnet - convolutional neural networks for matlab","author":"Vedaldi","year":"2015","journal-title":"ICM"},{"key":"ref32","article-title":"Network in network","volume":"abs\/1312.4400","author":"Lin","year":"2013","journal-title":"CoRR"},{"key":"ref33","article-title":"Deeply-supervised nets","author":"Lee","year":"2015","journal-title":"AISTATS"},{"key":"ref34","article-title":"End-to-end kernel learning with supervised convolutional kernel networks","volume":"abs\/1605.06265","author":"Mairal","year":"2016","journal-title":"CoRR"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.230"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2475625"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2017.309"},{"key":"ref38","article-title":"Convolutional kernel networks","author":"Mairal","year":"2014","journal-title":"NIPS"}],"event":{"name":"2018 25th IEEE International Conference on Image Processing (ICIP)","location":"Athens","start":{"date-parts":[[2018,10,7]]},"end":{"date-parts":[[2018,10,10]]}},"container-title":["2018 25th IEEE International Conference on Image Processing (ICIP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8436606\/8451009\/08451701.pdf?arnumber=8451701","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T06:30:45Z","timestamp":1792823445000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8451701\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/icip.2018.8451701","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}