{"id":"https://openalex.org/W4388192687","doi":"https://doi.org/10.1145/3581783.3612119","title":"Self-Distillation Dual-Memory Online Hashing with Hash Centers for Streaming Data Retrieval","display_name":"Self-Distillation Dual-Memory Online Hashing with Hash Centers for Streaming Data Retrieval","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4388192687","doi":"https://doi.org/10.1145/3581783.3612119"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612119","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612119","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","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/A5058741111","display_name":"Chong-Yu Zhang","orcid":"https://orcid.org/0000-0002-6755-6762"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chong-Yu Zhang","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052168662","display_name":"Xin Luo","orcid":"https://orcid.org/0000-0002-6901-5476"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Luo","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079124282","display_name":"Yu-Wei Zhan","orcid":"https://orcid.org/0000-0002-5822-5646"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Wei Zhan","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354128","display_name":"Peng-Fei Zhang","orcid":"https://orcid.org/0000-0002-6790-2098"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peng-Fei Zhang","raw_affiliation_strings":["University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021275163","display_name":"Zhen-Duo Chen","orcid":"https://orcid.org/0000-0002-3481-4892"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen-Duo Chen","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661148","display_name":"Yongxin Wang","orcid":"https://orcid.org/0000-0002-0172-9085"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxin Wang","raw_affiliation_strings":["Shandong Jianzhu University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong Jianzhu University, Jinan, China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034737032","display_name":"Xun Yang","orcid":"https://orcid.org/0000-0003-0201-1638"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Yang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086235570","display_name":"Xin-Shun Xu","orcid":"https://orcid.org/0000-0001-9972-7370"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin-Shun Xu","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5058741111"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":0.8597,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75989768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"6340","last_page":"6349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T11478","display_name":"Caching and Content Delivery","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9728000164031982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.8656660914421082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.79521244764328},{"id":"https://openalex.org/keywords/dynamic-perfect-hashing","display_name":"Dynamic perfect hashing","score":0.7051013708114624},{"id":"https://openalex.org/keywords/universal-hashing","display_name":"Universal hashing","score":0.574341356754303},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5372910499572754},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.5078051686286926},{"id":"https://openalex.org/keywords/feature-hashing","display_name":"Feature hashing","score":0.4933876097202301},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.47614502906799316},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.46992790699005127},{"id":"https://openalex.org/keywords/consistent-hashing","display_name":"Consistent hashing","score":0.45536747574806213},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.4528059959411621},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.41161590814590454},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36786553263664246},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3616024851799011},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10659611225128174}],"concepts":[{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.8656660914421082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.79521244764328},{"id":"https://openalex.org/C122907437","wikidata":"https://www.wikidata.org/wiki/Q5318999","display_name":"Dynamic perfect hashing","level":5,"score":0.7051013708114624},{"id":"https://openalex.org/C116058348","wikidata":"https://www.wikidata.org/wiki/Q846912","display_name":"Universal hashing","level":5,"score":0.574341356754303},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5372910499572754},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.5078051686286926},{"id":"https://openalex.org/C133667856","wikidata":"https://www.wikidata.org/wiki/Q5439682","display_name":"Feature hashing","level":5,"score":0.4933876097202301},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.47614502906799316},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.46992790699005127},{"id":"https://openalex.org/C56856351","wikidata":"https://www.wikidata.org/wiki/Q1757218","display_name":"Consistent hashing","level":5,"score":0.45536747574806213},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.4528059959411621},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.41161590814590454},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36786553263664246},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3616024851799011},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10659611225128174},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581783.3612119","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612119","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3442759290","display_name":null,"funder_award_id":"ZR2020QF036, ZR2019ZD06, ZR2022QF116","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5877413194","display_name":null,"funder_award_id":"62202278, 62172256, 62202272, U22A2094","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1893754589","https://openalex.org/W1910300841","https://openalex.org/W2007972815","https://openalex.org/W2116522068","https://openalex.org/W2143321506","https://openalex.org/W2155803963","https://openalex.org/W2204148968","https://openalex.org/W2293824885","https://openalex.org/W2430055109","https://openalex.org/W2460669233","https://openalex.org/W2535352129","https://openalex.org/W2602646780","https://openalex.org/W2602753196","https://openalex.org/W2739103128","https://openalex.org/W2740036143","https://openalex.org/W2788387286","https://openalex.org/W2897391546","https://openalex.org/W2905097026","https://openalex.org/W2906146234","https://openalex.org/W2909781645","https://openalex.org/W2955273087","https://openalex.org/W2963396503","https://openalex.org/W2965887165","https://openalex.org/W2974497444","https://openalex.org/W2982065678","https://openalex.org/W2991841680","https://openalex.org/W2997578118","https://openalex.org/W3022147900","https://openalex.org/W3025665229","https://openalex.org/W3034239448","https://openalex.org/W3034876737","https://openalex.org/W3035309251","https://openalex.org/W3037266611","https://openalex.org/W3037666824","https://openalex.org/W3092729605","https://openalex.org/W3092760908","https://openalex.org/W3093265782","https://openalex.org/W3108818416","https://openalex.org/W3110103492","https://openalex.org/W3152619510","https://openalex.org/W3168742240","https://openalex.org/W3177309524","https://openalex.org/W3196246284","https://openalex.org/W3197585804","https://openalex.org/W3207182362","https://openalex.org/W3207216021","https://openalex.org/W3207267030","https://openalex.org/W4205817612","https://openalex.org/W4213221169","https://openalex.org/W4225538638","https://openalex.org/W4292559964","https://openalex.org/W4296177787","https://openalex.org/W4306316924","https://openalex.org/W4321608135","https://openalex.org/W4382449735","https://openalex.org/W6786098186"],"related_works":["https://openalex.org/W1998749283","https://openalex.org/W1554555624","https://openalex.org/W2921167217","https://openalex.org/W2184777945","https://openalex.org/W4212830455","https://openalex.org/W2100189723","https://openalex.org/W2000284985","https://openalex.org/W1982193706","https://openalex.org/W2158169729","https://openalex.org/W2734476764"],"abstract_inverted_index":{"With":[0],"the":[1,21,55,64,76,140,171],"continuous":[2],"generation":[3],"of":[4,7,78,142,173],"massive":[5],"amounts":[6],"multimedia":[8],"data":[9,26,39,50],"nowadays,":[10],"hashing":[11,29,58,89],"has":[12],"demonstrated":[13],"significant":[14],"potentials":[15],"for":[16,24],"large-scale":[17],"search.":[18],"To":[19],"handle":[20],"emerging":[22],"needs":[23],"streaming":[25],"retrieval,":[27],"online":[28,37,88],"is":[30,51,74,100,120,150,157],"drawing":[31],"more":[32,34],"and":[33,43,112,126,156],"attention.":[35],"For":[36,115,128],"scenario,":[38],"distribution":[40],"may":[41,46,60],"change":[42],"concept":[44],"drifts":[45],"occur":[47],"as":[48],"new":[49,71,87,147],"continuously":[52],"added":[53],"to":[54,102,104,160],"database.":[56],"Inevitably,":[57],"models":[59],"lose":[61],"or":[62],"disrupt":[63],"previously":[65],"obtained":[66],"knowledge":[67,129],"when":[68],"learning":[69],"from":[70,137],"information,":[72],"which":[73,99,122],"called":[75,91],"problem":[77],"catastrophic":[79],"forgetting.":[80],"In":[81],"this":[82,106],"paper,":[83],"we":[84,131],"propose":[85],"a":[86,117,146],"method":[90],"Self-distillation":[92],"Dual-memory":[93],"Online":[94],"Hashing":[95],"with":[96],"Hash":[97],"Centers,":[98],"abbreviated":[101],"SDOH-HC,":[103],"overcome":[105],"challenge.":[107],"Specifically,":[108],"SDOH-HC":[109],"contains":[110],"replay":[111],"distillation":[113],"modules.":[114],"replay,":[116],"dual-memory":[118],"mechanism":[119],"proposed":[121],"involves":[123],"hash":[124,133,162],"centers":[125,134],"exemplars.":[127],"distillation,":[130],"let":[132],"distill":[135],"information":[136],"themselves,":[138],"i.e.,":[139],"version":[141],"last":[143],"round.":[144],"Additionally,":[145],"objective":[148],"function":[149],"further":[151],"built":[152],"on":[153,166],"above":[154],"modules":[155],"solved":[158],"discretely":[159],"learn":[161],"codes.":[163],"Extensive":[164],"experiments":[165],"three":[167],"benchmark":[168],"datasets":[169],"demonstrate":[170],"effectiveness":[172],"our":[174],"method.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
