{"id":"https://openalex.org/W4391640783","doi":"https://doi.org/10.1109/tnnls.2024.3355489","title":"Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution","display_name":"Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution","publication_year":2024,"publication_date":"2024-02-08","ids":{"openalex":"https://openalex.org/W4391640783","doi":"https://doi.org/10.1109/tnnls.2024.3355489","pmid":"https://pubmed.ncbi.nlm.nih.gov/38329861"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2024.3355489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3355489","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010794708","display_name":"Zhuo Su","orcid":"https://orcid.org/0000-0002-6448-0651"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["CN","FI"],"is_corresponding":false,"raw_author_name":"Zhuo Su","raw_affiliation_strings":["College of Computer Science, Nankai University, Tianjin, China","Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-6448-0651","affiliations":[{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102747424","display_name":"Jiehua Zhang","orcid":"https://orcid.org/0000-0003-4342-0139"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jiehua Zhang","raw_affiliation_strings":["Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0003-4342-0139","affiliations":[{"raw_affiliation_string":"Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059102739","display_name":"Tianpeng Liu","orcid":"https://orcid.org/0000-0003-2522-656X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianpeng Liu","raw_affiliation_strings":["College of Electronic Science, National University of Defense Technology, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0003-2522-656X","affiliations":[{"raw_affiliation_string":"College of Electronic Science, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080018418","display_name":"Zhen Liu","orcid":"https://orcid.org/0000-0002-1233-1494"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Liu","raw_affiliation_strings":["College of Electronic Science, National University of Defense Technology, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-1233-1494","affiliations":[{"raw_affiliation_string":"College of Electronic Science, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018019726","display_name":"Shuanghui Zhang","orcid":"https://orcid.org/0000-0002-7496-5433"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuanghui Zhang","raw_affiliation_strings":["College of Electronic Science, National University of Defense Technology, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-7496-5433","affiliations":[{"raw_affiliation_string":"College of Electronic Science, National University of Defense Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014611768","display_name":"Matti Pietik\u00e4inen","orcid":"https://orcid.org/0000-0003-2263-6731"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti Pietik\u00e4inen","raw_affiliation_strings":["Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0003-2263-6731","affiliations":[{"raw_affiliation_string":"Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418783","display_name":"Li Liu","orcid":"https://orcid.org/0000-0002-2011-2873"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["CN","FI"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland","College of Electronic Science, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2011-2873","affiliations":[{"raw_affiliation_string":"Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"College of Electronic Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6958,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90824331,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"36","issue":"2","first_page":"3436","last_page":"3449"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7698267698287964},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6798217296600342},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.646752655506134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5241896510124207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4796105623245239},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41936904191970825},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.41401708126068115},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28997063636779785},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12749266624450684}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7698267698287964},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6798217296600342},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.646752655506134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5241896510124207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4796105623245239},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41936904191970825},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.41401708126068115},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28997063636779785},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12749266624450684},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2024.3355489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3355489","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:38329861","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38329861","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2443591357","display_name":"LESLearn: Label, Energy and Sample Efficient Feature Representation and Learning in Computer Vision","funder_award_id":"331883","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G5616526104","display_name":null,"funder_award_id":"2021YFB3100800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7774348999","display_name":null,"funder_award_id":"62376283","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8008312880","display_name":null,"funder_award_id":"331883","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1836465849","https://openalex.org/W1861492603","https://openalex.org/W2108598243","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2242818861","https://openalex.org/W2400429454","https://openalex.org/W2531409750","https://openalex.org/W2549139847","https://openalex.org/W2577255746","https://openalex.org/W2605572715","https://openalex.org/W2778955544","https://openalex.org/W2808168148","https://openalex.org/W2883542588","https://openalex.org/W2884751099","https://openalex.org/W2928560789","https://openalex.org/W2938260698","https://openalex.org/W2946547492","https://openalex.org/W2962944050","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963216524","https://openalex.org/W2963351448","https://openalex.org/W2963363373","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2963504571","https://openalex.org/W2963993763","https://openalex.org/W2964233199","https://openalex.org/W2965862350","https://openalex.org/W2972442919","https://openalex.org/W2984618279","https://openalex.org/W2986324132","https://openalex.org/W2988803389","https://openalex.org/W2988916019","https://openalex.org/W3008708068","https://openalex.org/W3012740297","https://openalex.org/W3034408420","https://openalex.org/W3035297311","https://openalex.org/W3035678286","https://openalex.org/W3087051869","https://openalex.org/W3107401339","https://openalex.org/W3116646121","https://openalex.org/W3126541466","https://openalex.org/W3166103364","https://openalex.org/W3173563887","https://openalex.org/W3175399856","https://openalex.org/W3180849877","https://openalex.org/W3185811833","https://openalex.org/W3204647170","https://openalex.org/W3207598347","https://openalex.org/W4200537802","https://openalex.org/W4213080446","https://openalex.org/W4214700987","https://openalex.org/W4214774769","https://openalex.org/W4224058293","https://openalex.org/W4225923575","https://openalex.org/W4226060263","https://openalex.org/W4246193833","https://openalex.org/W4289315680","https://openalex.org/W4297775537","https://openalex.org/W4316877074","https://openalex.org/W4321482189","https://openalex.org/W4321512478","https://openalex.org/W4323644242","https://openalex.org/W4388535625","https://openalex.org/W6684191040","https://openalex.org/W6690026940","https://openalex.org/W6726275242","https://openalex.org/W6729448088","https://openalex.org/W6731862131","https://openalex.org/W6737664043","https://openalex.org/W6743912273","https://openalex.org/W6745447533","https://openalex.org/W6751763797","https://openalex.org/W6751913510","https://openalex.org/W6755034786","https://openalex.org/W6755526309","https://openalex.org/W6757036269","https://openalex.org/W6762718338","https://openalex.org/W6766978945","https://openalex.org/W6767312599","https://openalex.org/W6769412281","https://openalex.org/W6771579010","https://openalex.org/W6773665691","https://openalex.org/W6784233108","https://openalex.org/W6790114940"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W2147697413","https://openalex.org/W2154063878","https://openalex.org/W4231274751","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W1538046993","https://openalex.org/W2964954556"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3,109,116,172],"novel":[4],"module":[5,113],"called":[6],"middle":[7,85],"spectrum":[8,86],"grouped":[9,23,37,62],"convolution":[10],"(MSGC)":[11],"for":[12,74,128,146,194],"efficient":[13],"deep":[14],"convolutional":[15],"neural":[16],"networks":[17],"(DCNNs)":[18],"with":[19,40,61,132],"the":[20,27,48,51,57,67,69,111,121,125,140,143,152,164,181,185,190],"mechanism":[21],"of":[22,47,71,124,155,175,184],"convolution.":[24,38],"It":[25],"explores":[26],"broad":[28],"\"middle":[29],"spectrum\"":[30],"area":[31,87],"between":[32],"channel":[33,41,72,82],"pruning":[34],"and":[35,96,105,157,202],"conventional":[36],"Compared":[39],"pruning,":[42,73],"MSGC":[43,64,149,177],"can":[44,119,150,178],"retain":[45],"most":[46],"information":[49],"from":[50,66],"input":[52],"feature":[53],"maps":[54],"due":[55],"to":[56,80,101],"group":[58,77],"mechanism;":[59],"compared":[60],"convolution,":[63],"benefits":[65],"learnability,":[68],"core":[70],"constructing":[75],"its":[76],"topology,":[78],"leading":[79],"better":[81],"division.":[83],"The":[84],"is":[88],"unfolded":[89],"along":[90],"four":[91],"dimensions:":[92],"groupwise,":[93],"layerwise,":[94],"samplewise,":[95],"attentionwise,":[97],"making":[98],"it":[99],"possible":[100],"reveal":[102],"more":[103,168],"powerful":[104],"interpretable":[106],"structures.":[107],"As":[108],"result,":[110],"proposed":[112],"acts":[114],"as":[115],"booster":[117],"that":[118],"reduce":[120,151],"computational":[122],"cost":[123],"host":[126],"backbones":[127],"general":[129],"image":[130,147],"recognition":[131],"even":[133],"improved":[134],"predictive":[135],"accuracy.":[136],"For":[137],"example,":[138],"in":[139],"experiments":[141],"on":[142,189],"ImageNet":[144],"dataset":[145,193],"classification,":[148],"multiply-accumulates":[153],"(MACs)":[154],"ResNet-18":[156],"ResNet-50":[158],"by":[159,167],"half":[160],"but":[161],"still":[162],"increase":[163,180],"Top-1":[165,182],"accuracy":[166,183],"than":[169],"1%.":[170],"With":[171],"35%":[173],"reduction":[174],"MACs,":[176],"also":[179],"MobileNetV2":[186],"backbone.":[187],"Results":[188],"MS":[191],"COCO":[192],"object":[195],"detection":[196],"show":[197],"similar":[198],"observations.":[199],"Our":[200],"code":[201],"trained":[203],"models":[204],"are":[205],"available":[206],"at":[207],"https://github.com/hellozhuo/msgc.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
