{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,16]],"date-time":"2026-10-16T16:25:20Z","timestamp":1792167920102,"version":"4.4.0"},"reference-count":25,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/icip.2018.8451123","type":"proceedings-article","created":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T13:59:22Z","timestamp":1536328762000},"page":"11-15","source":"Crossref","is-referenced-by-count":24,"title":["Online Filter Clustering and Pruning for Efficient Convnets"],"prefix":"10.1109","author":[{"given":"Zhengguang","family":"Zhou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wengang","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Houqiang","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richang","family":"Hong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","volume":"1708","author":"liu","year":"2017","journal-title":"Learning efficient convolutional networks through network slimming"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.541"},{"key":"ref12","author":"molchanov","year":"2016","journal-title":"Pruning convolutional neural networks for resource efficient transfer learning"},{"key":"ref13","author":"srinivas","year":"2015","journal-title":"Data-free parameter pruning for deep neural networks"},{"key":"ref14","author":"yu","year":"2017","journal-title":"Nisp Pruning networks using neuron importance score propagation"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2017.0-160"},{"key":"ref16","author":"hinton","year":"2015","journal-title":"Distilling the knowledge in a neural network"},{"key":"ref17","author":"courbariaux","year":"2016","journal-title":"Binarized neural networks Training deep neural networks with weights and activations constrained to+ 1 or-1"},{"key":"ref18","author":"li","year":"2016","journal-title":"Ternary Weight Networks"},{"key":"ref19","article-title":"Adaptive layerwise quantization for deep neural network compression","author":"zhu","year":"2018","journal-title":"ICME"},{"key":"ref4","article-title":"Opti-mal brain damage","author":"lecun","year":"1990","journal-title":"NIPS"},{"key":"ref3","first-page":"29","article-title":"Scalable object retrieval with compact image representation from generic object regions","volume":"12","author":"sun","year":"2016","journal-title":"ACM TOMM"},{"key":"ref6","article-title":"Online filter weakening and pruning for efficient convnets","author":"zhou","year":"2018","journal-title":"ICME"},{"key":"ref5","article-title":"Learning both weights and connections for efficient neural network","author":"han","year":"2015","journal-title":"NIPS"},{"key":"ref8","author":"hu","year":"2016","journal-title":"Network trimming A data-driven neuron pruning approach towards efficient deep architectures"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.155"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532384"},{"key":"ref9","author":"li","year":"2016","journal-title":"Pruning filters for efficient convnets"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532566"},{"key":"ref20","author":"howard","year":"2017","journal-title":"Mobilenets Efficient convolutional neural networks for mobile vision applications"},{"key":"ref22","article-title":"Learning multiple layers of features from tiny images","author":"krizhevsky","year":"2009","journal-title":"Tech Rep"},{"key":"ref21","author":"lebedev","year":"2014","journal-title":"Speeding-up convolutional neural networks using fine-tuned cp-decomposition"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.205"},{"key":"ref23","author":"abadi","year":"2016","journal-title":"Tensorflow Large-scale machine learning on heterogeneous distributed systems"},{"key":"ref25","author":"zagoruyko","year":"2016","journal-title":"Wide residual networks"}],"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\/08451123.pdf?arnumber=8451123","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T04:20:39Z","timestamp":1643170839000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8451123\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/icip.2018.8451123","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}