{"id":"https://openalex.org/W4397028396","doi":"https://doi.org/10.48550/arxiv.2405.09985","title":"VirtualModel: Generating Object-ID-retentive Human-object Interaction\n Image by Diffusion Model for E-commerce Marketing","display_name":"VirtualModel: Generating Object-ID-retentive Human-object Interaction\n Image by Diffusion Model for E-commerce Marketing","publication_year":2024,"publication_date":"2024-05-16","ids":{"openalex":"https://openalex.org/W4397028396","doi":"https://doi.org/10.48550/arxiv.2405.09985"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2405.09985","pdf_url":"https://arxiv.org/pdf/2405.09985","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.09985","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058463253","display_name":"Binghui Chen","orcid":"https://orcid.org/0000-0001-7207-7486"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Binghui","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000186639","display_name":"Chongyang Zhong","orcid":"https://orcid.org/0000-0003-0020-1892"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhong, Chongyang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089470856","display_name":"Wangmeng Xiang","orcid":"https://orcid.org/0000-0002-4373-2610"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiang, Wangmeng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109874539","display_name":"Yifeng Geng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geng, Yifeng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101763148","display_name":"Xuansong Xie","orcid":"https://orcid.org/0000-0002-3671-799X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie, Xuansong","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":78},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.6779,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.6779,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.6304,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.5748,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/object-model","display_name":"Object model","score":0.41726476}],"concepts":[{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.71483064},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.58920795},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.53626263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.52341723},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.41977388},{"id":"https://openalex.org/C20894473","wikidata":"https://www.wikidata.org/wiki/Q1116105","display_name":"Object model","level":3,"score":0.41726476},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35305935},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32692355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2539875},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13662186},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07343954},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2405.09985","pdf_url":"https://arxiv.org/pdf/2405.09985","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2405.09985","pdf_url":"https://arxiv.org/pdf/2405.09985","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4287280733","https://openalex.org/W3213573742","https://openalex.org/W3136070008","https://openalex.org/W3035117168","https://openalex.org/W2367015181","https://openalex.org/W2161198505","https://openalex.org/W2128203364","https://openalex.org/W2108712229","https://openalex.org/W2048280641","https://openalex.org/W2026565050"],"abstract_inverted_index":{"Due":[0],"to":[1,49,136],"the":[2,51,60,63,77,89,92,102,181,189,194],"significant":[3],"advances":[4],"in":[5,38,95,108,159,168],"large-scale":[6],"text-to-image":[7],"generation":[8,16,118],"by":[9,187],"diffusion":[10],"model":[11,81],"(DM),":[12],"controllable":[13],"human":[14,40,67,72,80,116,138],"image":[15,117,127,175],"has":[17],"been":[18],"attracting":[19],"much":[20],"attention":[21],"recently.":[22],"Existing":[23],"works,":[24],"such":[25],"as":[26],"Controlnet":[27],"[36],":[28],"T2I-adapter":[29],"[20]":[30],"and":[31,66,76,82,87,130,151,174,192,200],"HumanSD":[32],"[10]":[33],"have":[34],"demonstrated":[35],"good":[36],"abilities":[37],"generating":[39],"images":[41,139],"based":[42],"on":[43],"pose":[44,172],"conditions,":[45],"they":[46],"still":[47],"fail":[48],"meet":[50],"requirements":[52],"of":[53,91,146,149,154,170,183,196],"real":[54],"e-commerce":[55,121],"scenarios.":[56],"These":[57],"include":[58],"(1)":[59],"interaction":[61,78],"between":[62,79],"shown":[64,94,158],"product":[65,83,93,103,141,185],"should":[68,84,97],"be":[69,85,98,203],"considered,":[70],"(2)":[71],"parts":[73],"like":[74],"face/hand/arm/foot":[75],"hyper-realistic,":[86],"(3)":[88],"identity":[90],"advertising":[96],"exactly":[99],"consistent":[100],"with":[101],"itself.":[104],"To":[105],"this":[106,109],"end,":[107],"paper,":[110],"we":[111],"first":[112],"define":[113],"a":[114,133],"new":[115],"task":[119],"for":[120,140,180],"marketing,":[122],"i.e.,":[123],"Object-ID-retentive":[124],"Human-object":[125],"Interaction":[126],"Generation":[128],"(OHG),":[129],"then":[131],"propose":[132],"VirtualModel":[134,162],"framework":[135],"generate":[137],"shown,":[142],"which":[143],"supports":[144],"displays":[145],"any":[147,152],"categories":[148],"products":[150],"types":[153],"human-object":[155,197],"interaction.":[156,198],"As":[157],"Figure":[160],"1,":[161],"not":[163],"only":[164],"outperforms":[165],"other":[166],"methods":[167],"terms":[169],"accurate":[171],"control":[173],"quality":[176],"but":[177],"also":[178],"allows":[179],"display":[182],"user-specified":[184],"objects":[186],"maintaining":[188],"product-ID":[190],"consistency":[191],"enhancing":[193],"plausibility":[195],"Codes":[199],"data":[201],"will":[202],"released.":[204]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4397028396","counts_by_year":[],"updated_date":"2025-04-04T03:38:09.171460","created_date":"2024-05-18"}