{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T12:12:24Z","timestamp":1767183144524,"version":"3.28.0"},"reference-count":30,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,8]]},"DOI":"10.1109\/socpar.2014.7007978","type":"proceedings-article","created":{"date-parts":[[2015,1,20]],"date-time":"2015-01-20T02:41:58Z","timestamp":1421721718000},"page":"37-42","source":"Crossref","is-referenced-by-count":10,"title":["Multi-task deep learning for image understanding"],"prefix":"10.1109","author":[{"given":"Bo","family":"Yu","sequence":"first","affiliation":[]},{"given":"Ian","family":"Lane","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80122-4"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"18","article-title":"Marginalized denoising autoencoders for domain adaptation","author":"minmin","year":"2012","journal-title":"Proceedings of the 29th International Conference on Machine Learning Edinburgh Scotland UK 2012"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2011.5980382"},{"key":"16","article-title":"Comparison of learning algorithms for handwritten digit recognition","volume":"60","author":"lecun","year":"1995","journal-title":"International Conference on Artificial Neural Networks"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143874"},{"key":"14","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/3-540-49430-8_9","article-title":"A dozen tricks with multitask learning","volume":"1524","author":"caruana","year":"1998","journal-title":"Neural Networks Tricks of the Trade"},{"key":"11","first-page":"57","article-title":"Geometric histograms of 3d keypoints for face identification with missing parts","author":"berretti","year":"2013","journal-title":"Eurographics 2013 Workshop on 3D Object Retrieval The Eurographics Association"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2013.07.018"},{"journal-title":"Experiments on Learning by Back Propagation","year":"1986","author":"plaut","key":"21"},{"key":"20","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1007\/3-540-49430-8_3","article-title":"Early stopping-but when?","volume":"1524","author":"prechelt","year":"1998","journal-title":"Neural Networks Tricks of the Trade"},{"journal-title":"Effective Training of A Neural Network Character Classifier for Word Recognition","year":"1997","author":"larry","key":"22"},{"key":"23","article-title":"Unsupervised feature learning for rgb-d based object recognition","author":"bo","year":"2012","journal-title":"ISER"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995719"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2011.5980377"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1145\/1177352.1177355"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459469"},{"key":"28","first-page":"211","article-title":"A 3D facial expression database for facial behavior research","author":"lijun","year":"2006","journal-title":"Automatic Face and Gesture Recognition 2006 FGR 2006 7th International Conference on"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1109\/5.993400"},{"key":"3","first-page":"1197","article-title":"Synergistic face detection and pose estimation with energy-based models","volume":"8","author":"osadchy","year":"2007","journal-title":"The Journal of Machine Learning Research"},{"key":"2","first-page":"3452","article-title":"Facial feature tracking under varying facial expressions and face poses based on restricted boltzmann machines","author":"yue","year":"2013","journal-title":"Computer Vision and Pattern Recognition (CVPR) 2013 IEEE Conference on"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/SITIS.2012.17"},{"key":"1","first-page":"3476","article-title":"Deep convolutional network cascade for facial point detection","author":"yi","year":"2013","journal-title":"Computer Vision and Pattern Recognition (CVPR) 2013 IEEE Conference on"},{"key":"30","article-title":"Fddb: A benchmark for face detection in unconstrained settings","author":"jain","year":"2010","journal-title":"UMass Amherst Technical Report"},{"key":"7","first-page":"1594","article-title":"4D facial expression recognition","author":"tianhong","year":"2011","journal-title":"Computer Vision Workshops (ICCV Workshops) 2011 IEEE International Conference on"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.12.009"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.70"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007379606734"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2005.09.009"},{"key":"8","first-page":"414","article-title":"Expression recognition from 3d dynamic faces using robust spatio-temporal shape features","author":"vuong","year":"2011","journal-title":"Automatic Face Gesture Recognition and Workshops (FG 2011) 2011 IEEE International Conference on"}],"event":{"name":"2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)","start":{"date-parts":[[2014,8,11]]},"location":"Tunis, Tunisia","end":{"date-parts":[[2014,8,14]]}},"container-title":["2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6996687\/7007965\/07007978.pdf?arnumber=7007978","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,19]],"date-time":"2019-08-19T21:40:17Z","timestamp":1566250817000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7007978\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,8]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/socpar.2014.7007978","relation":{},"subject":[],"published":{"date-parts":[[2014,8]]}}}