{"id":"https://openalex.org/W4392903713","doi":"https://doi.org/10.1109/icassp48485.2024.10446465","title":"Dual Rank-1 Tensor Attention Module for Convolutional Neural Networks","display_name":"Dual Rank-1 Tensor Attention Module for Convolutional Neural Networks","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392903713","doi":"https://doi.org/10.1109/icassp48485.2024.10446465"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446465","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10446465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5050785912","display_name":"Baihong Lin","orcid":"https://orcid.org/0000-0001-9540-6270"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baihong Lin","raw_affiliation_strings":["UESTC,Shenzhen Institute for Advanced Study,Shenzhen,China","Shenzhen Institute for Advanced Study, UESTC, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UESTC,Shenzhen Institute for Advanced Study,Shenzhen,China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051483255","display_name":"Hanxing Chi","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanxing Chi","raw_affiliation_strings":["Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031524603","display_name":"Zengrong Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengrong Lin","raw_affiliation_strings":["Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072496496","display_name":"Jun Hu","orcid":"https://orcid.org/0000-0001-6816-9417"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Hu","raw_affiliation_strings":["Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456564","display_name":"Liang Wang","orcid":"https://orcid.org/0000-0002-8761-0770"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Wang","raw_affiliation_strings":["Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University,School of Electronics and Communication Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027642367","display_name":"Jianxiao Zou","orcid":"https://orcid.org/0000-0002-8676-8322"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiao Zou","raw_affiliation_strings":["UESTC,Shenzhen Institute for Advanced Study,Shenzhen,China","Shenzhen Institute for Advanced Study, UESTC, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UESTC,Shenzhen Institute for Advanced Study,Shenzhen,China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019841300","display_name":"Shicai Fan","orcid":"https://orcid.org/0000-0003-2548-3689"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shicai Fan","raw_affiliation_strings":["UESTC,Shenzhen Institute for Advanced Study,Shenzhen,China","Shenzhen Institute for Advanced Study, UESTC, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UESTC,Shenzhen Institute for Advanced Study,Shenzhen,China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"139","issue":null,"first_page":"3880","last_page":"3884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9976000189781189,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7166460156440735},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.6687171459197998},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6070584058761597},{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.5394890904426575},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5154234170913696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5116470456123352},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5072700381278992},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.49767258763313293},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44318336248397827},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.42471441626548767},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21173977851867676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7166460156440735},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6687171459197998},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6070584058761597},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.5394890904426575},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5154234170913696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5116470456123352},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5072700381278992},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.49767258763313293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44318336248397827},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.42471441626548767},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21173977851867676},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446465","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10446465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1514535095","https://openalex.org/W1583837637","https://openalex.org/W2144794286","https://openalex.org/W2194775991","https://openalex.org/W2395611524","https://openalex.org/W2963181993","https://openalex.org/W2963420686","https://openalex.org/W2963495494","https://openalex.org/W3034502973","https://openalex.org/W3034752215","https://openalex.org/W3119205652","https://openalex.org/W3162418282","https://openalex.org/W3177052299","https://openalex.org/W3212386989","https://openalex.org/W4226224676","https://openalex.org/W4289752563","https://openalex.org/W4295312788","https://openalex.org/W4302275239","https://openalex.org/W4386076539","https://openalex.org/W6630875275","https://openalex.org/W6766978945","https://openalex.org/W6796538260"],"related_works":["https://openalex.org/W2950186459","https://openalex.org/W2170114491","https://openalex.org/W2897298721","https://openalex.org/W2242624680","https://openalex.org/W2136127937","https://openalex.org/W4290987221","https://openalex.org/W2216309014","https://openalex.org/W2569661359","https://openalex.org/W3199841771","https://openalex.org/W4286971555"],"abstract_inverted_index":{"Channel-spatial":[0],"attention":[1,37,44,70,87,94,105,118,129,155],"mechanisms":[2],"have":[3],"been":[4],"extensively":[5],"investigated":[6],"in":[7,28],"computer":[8],"vision.":[9],"However,":[10],"it":[11],"is":[12],"still":[13],"a":[14,29,42,59,77,115],"difficult":[15],"problem":[16],"that":[17,143],"how":[18],"to":[19,32],"efficiently":[20],"utilize":[21],"global":[22,63,97],"and":[23,64,100,138],"local":[24,65,109],"contextual":[25,66,98,110],"information":[26,67],"laid":[27],"feature":[30,78,132],"tensor":[31,86,93,104,117,128],"generate":[33,82],"an":[34],"accurate":[35],"3D":[36,85,116],"map.":[38],"This":[39],"paper":[40],"proposes":[41],"novel":[43],"module":[45,146],"for":[46,69,131],"convolutional":[47],"neural":[48],"networks":[49],"named":[50],"Dual":[51],"Rank-1":[52],"Tensor":[53],"Attention":[54],"Module,":[55],"which":[56],"can":[57,147],"reach":[58],"good":[60],"balance":[61],"between":[62],"utilization":[68],"map":[71,95,106,119],"generation.":[72],"In":[73],"our":[74],"module,":[75],"given":[76],"tensor,":[79],"we":[80,113],"sequentially":[81],"two":[83,126],"rank-1":[84,92,103,127],"maps,":[88],"i.e.,":[89],"the":[90,101,122,144],"initial":[91],"containing":[96,107],"information,":[99],"complement":[102],"partial":[108],"information.":[111],"Then,":[112],"obtain":[114],"based":[120],"on":[121,136],"combination":[123],"of":[124],"these":[125],"maps":[130],"recalibration.":[133],"Experimental":[134],"results":[135],"ImageNet-1K":[137],"PASCAL":[139],"VOC":[140],"datasets":[141],"demonstrate":[142],"proposed":[145],"achieve":[148],"competitive":[149],"performance":[150],"compared":[151],"with":[152],"other":[153],"state-of-the-art":[154],"modules.":[156],"The":[157],"source":[158],"code":[159],"will":[160],"be":[161],"available":[162],"at":[163],"https://github.com/KevinBHLin/.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
