{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T04:57:41Z","timestamp":1760245061638,"version":"3.28.0"},"reference-count":51,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"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":[[2020,3]]},"DOI":"10.1109\/wacv45572.2020.9093385","type":"proceedings-article","created":{"date-parts":[[2020,5,15]],"date-time":"2020-05-15T03:41:09Z","timestamp":1589514069000},"page":"893-902","source":"Crossref","is-referenced-by-count":14,"title":["Towards Learning Affine-Invariant Representations via Data-Efficient CNNs"],"prefix":"10.1109","author":[{"given":"Wenju","family":"Xu","sequence":"first","affiliation":[]},{"given":"Guanghui","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Alan","family":"Sullivan","sequence":"additional","affiliation":[]},{"given":"Ziming","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"article-title":"Deeply-fused nets","year":"2016","author":"wang","key":"ref39"},{"key":"ref38","first-page":"295","article-title":"Scale-invariant recognition by weight-shared cnns in parallel","author":"takahashi","year":"2017","journal-title":"ACML"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.540"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00142"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"article-title":"Competitive multi-scale convolution","year":"2015","author":"liao","key":"ref30"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2011.6033395"},{"key":"ref35","first-page":"4077","article-title":"Prototypical networks for few-shot learning","author":"snell","year":"2017","journal-title":"NIPS"},{"key":"ref34","first-page":"3859","article-title":"Dynamic routing between capsules","author":"sabour","year":"2017","journal-title":"NIPS"},{"article-title":"Fractalnet: Ultra-deep neural networks without residuals","year":"2016","author":"larsson","key":"ref28"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273556"},{"article-title":"The mnist database of handwritten digits","year":"0","author":"lecun","key":"ref29"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.12"},{"key":"ref1","first-page":"8299","article-title":"Differentiable mpc for end-to-end planning and control","author":"amos","year":"2018","journal-title":"NIPS"},{"key":"ref20","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"ICML"},{"key":"ref22","first-page":"2017","article-title":"Spatial transformer networks","author":"jaderberg","year":"2015","journal-title":"NIPS"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00394.2013"},{"article-title":"Locally scale-invariant convolutional neural networks","year":"2014","author":"kanazawa","key":"ref24"},{"key":"ref23","first-page":"667","article-title":"Dynamic filter networks","author":"jia","year":"2016","journal-title":"NIPS"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.38"},{"article-title":"Cifar-100 (canadian institute for advanced research)","year":"0","author":"krizhevsky","key":"ref25"},{"key":"ref50","first-page":"1721","article-title":"Convergent block coordinate descent for training tikhonov regularized deep neural networks","author":"zhang","year":"2017","journal-title":"NIPS"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.527"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.4086\/toc.2012.v008a019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/T-C.1973.223602"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00095"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298641"},{"key":"ref13","first-page":"iii","article-title":"Maxout networks","author":"goodfellow","year":"2013","journal-title":"ICML"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"article-title":"Taking inverse graphics seriously","year":"0","author":"hinton","key":"ref15"},{"key":"ref16","article-title":"Matrix capsules with em routing","author":"hinton","year":"2018","journal-title":"ICLRE"},{"key":"ref17","first-page":"44","article-title":"Transforming auto-encoders","author":"hinton","year":"2011","journal-title":"International Conference on Artificial Neural Networks"},{"article-title":"Hexaconv","year":"2018","author":"hoogeboom","key":"ref18"},{"article-title":"Multi-scale dense networks for resource efficient image classification","year":"2017","author":"huang","key":"ref19"},{"key":"ref4","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from labeled and unlabeled examples","volume":"7","author":"belkin","year":"2006","journal-title":"JMLR"},{"key":"ref3","first-page":"180","article-title":"Semantic segmentation of earth observation data using multimodal and multi-scale deep networks","author":"audebert","year":"2016","journal-title":"ACCV"},{"key":"ref6","first-page":"2990","article-title":"Group equivariant convolutional networks","author":"cohen","year":"2016","journal-title":"ICML"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2693418"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.89"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.329"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2017.146"},{"key":"ref9","first-page":"7178","article-title":"End-to-end differentiable physics for learning and control","author":"de avila belbute-peres","year":"2018","journal-title":"NIPS"},{"key":"ref46","doi-asserted-by":"crossref","DOI":"10.5244\/C.30.87","article-title":"Wide residual networks","author":"zagoruyko","year":"2016"},{"article-title":"Multi-scale context aggregation by dilated convolutions","year":"2015","author":"yu","key":"ref45"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.469"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00920"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.758"},{"key":"ref41","first-page":"499","article-title":"A discriminative feature learning approach for deep face recognition","author":"wen","year":"2016","journal-title":"ECCV"},{"article-title":"Scale-invariant convolutional neural networks","year":"2014","author":"xu","key":"ref44"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_12"}],"event":{"name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","start":{"date-parts":[[2020,3,1]]},"location":"Snowmass Village, CO, USA","end":{"date-parts":[[2020,3,5]]}},"container-title":["2020 IEEE Winter Conference on Applications of Computer Vision (WACV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9087828\/9093261\/09093385.pdf?arnumber=9093385","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T15:17:57Z","timestamp":1656602277000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9093385\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/wacv45572.2020.9093385","relation":{},"subject":[],"published":{"date-parts":[[2020,3]]}}}