{"id":"https://openalex.org/W7154629769","doi":"https://doi.org/10.48550/arxiv.2604.13956","title":"Creo: From One-Shot Image Generation to Progressive, Co-Creative Ideation","display_name":"Creo: From One-Shot Image Generation to Progressive, Co-Creative Ideation","publication_year":2026,"publication_date":"2026-04-15","ids":{"openalex":"https://openalex.org/W7154629769","doi":"https://doi.org/10.48550/arxiv.2604.13956"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.13956","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13956","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.13956","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133734618","display_name":"Zoe De Simone","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"De Simone, Zoe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086597264","display_name":"Angie Boggust","orcid":"https://orcid.org/0000-0002-9671-5574"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boggust, Angie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075155488","display_name":"Fr\u00e9do Durand","orcid":"https://orcid.org/0000-0001-9919-069X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Durand, Fredo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133756783","display_name":"Ashia Wilson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wilson, Ashia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5077783676","display_name":"Arvind Satyanarayan","orcid":"https://orcid.org/0000-0001-5564-635X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Satyanarayan, Arvind","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.12710000574588776,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.12710000574588776,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.08780000358819962,"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":0.06930000334978104,"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/control","display_name":"Control (management)","score":0.5483999848365784},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.5263000130653381},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.498199999332428},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.491100013256073},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.4657000005245209},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.459199994802475},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4433000087738037},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.42899999022483826},{"id":"https://openalex.org/keywords/ideation","display_name":"Ideation","score":0.42329999804496765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993999719619751},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5483999848365784},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.5263000130653381},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5253999829292297},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.498199999332428},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.491100013256073},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4657000005245209},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.459199994802475},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4433000087738037},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.42899999022483826},{"id":"https://openalex.org/C170477896","wikidata":"https://www.wikidata.org/wiki/Q17039022","display_name":"Ideation","level":2,"score":0.42329999804496765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37560001015663147},{"id":"https://openalex.org/C2776889888","wikidata":"https://www.wikidata.org/wiki/Q1135789","display_name":"Unintended consequences","level":2,"score":0.3450999855995178},{"id":"https://openalex.org/C39510489","wikidata":"https://www.wikidata.org/wiki/Q1368336","display_name":"Look and feel","level":4,"score":0.33329999446868896},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2897000014781952},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2678999900817871},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.25619998574256897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.13956","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13956","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.13956","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13956","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4916049838066101}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Text-to-image":[0],"(T2I)":[1],"systems":[2,18],"enable":[3],"rapid":[4],"generation":[5,81],"of":[6,28,65,173],"high-fidelity":[7],"imagery":[8],"but":[9],"are":[10,57,114,218],"misaligned":[11],"with":[12,129,185,231],"how":[13],"visual":[14,24],"ideas":[15,113],"develop.":[16],"T2I":[17,76],"generate":[19],"outputs":[20,217],"that":[21,35,56,78,143,190,215,227],"make":[22,96],"implicit":[23],"decisions":[25,146,164,205],"on":[26],"behalf":[27],"the":[29,159,168,209],"user,":[30],"often":[31],"introduce":[32],"fine-grained":[33],"details":[34],"can":[36,95,126],"anchor":[37],"users":[38,94,106],"prematurely":[39],"and":[40,50,61,104,132,162,234,248],"limit":[41],"their":[42,119,204],"ability":[43],"to":[44,59,87,107,118,202],"keep":[45,108],"options":[46,110],"open":[47,111],"early":[48],"on,":[49],"cause":[51],"unintended":[52],"changes":[53,131],"during":[54],"editing":[55,103],"difficult":[58],"correct":[60],"reduce":[62],"users'":[63],"sense":[64],"control.":[66],"To":[67],"address":[68],"these":[69],"concerns,":[70],"we":[71],"present":[72],"Creo,":[73],"a":[74,140,186,238],"multi-stage":[75,228],"system":[77,169],"scaffolds":[79],"image":[80],"by":[82],"progressing":[83],"from":[84],"rough":[85],"sketches":[86],"high-resolution":[88],"outputs,":[89,197],"exposing":[90],"intermediary":[91],"abstractions":[92,100],"where":[93],"incremental":[97],"changes.":[98],"Sketch-like":[99],"invite":[101],"user":[102,245],"allow":[105],"design":[109,240],"when":[112],"still":[115],"forming":[116],"due":[117],"provisional":[120],"nature.":[121],"Each":[122],"stage":[123],"in":[124,158,206,251],"Creo":[125,196,216],"be":[127],"modified":[128],"manual":[130],"AI-assisted":[133],"operations,":[134],"enabling":[135],"fine-grained,":[136],"step-wise":[137],"control":[138,233],"through":[139],"locking":[141],"mechanism":[142],"preserves":[144],"prior":[145],"so":[147],"subsequent":[148],"edits":[149],"affect":[150],"only":[151],"specified":[152],"regions":[153],"or":[154],"attributes.":[155],"Users":[156],"remain":[157],"loop,":[160],"making":[161],"verifying":[163],"across":[165],"stages,":[166],"while":[167],"applies":[170],"diffs":[171],"instead":[172],"regenerating":[174],"full":[175],"images,":[176],"reducing":[177],"drift":[178],"as":[179,198],"fidelity":[180],"increases.":[181],"A":[182],"comparative":[183],"study":[184],"one-shot":[187,222],"baseline":[188],"shows":[189],"participants":[191],"felt":[192],"stronger":[193],"ownership":[194],"over":[195],"they":[199],"were":[200],"able":[201],"trace":[203],"building":[207],"up":[208],"image.":[210],"Furthermore,":[211],"embedding-based":[212],"analysis":[213],"indicates":[214],"less":[219],"homogeneous":[220],"than":[221],"results.":[223],"These":[224],"findings":[225],"suggest":[226],"generation,":[229],"combined":[230],"intermediate":[232],"decision":[235],"locking,":[236],"is":[237],"key":[239],"principle":[241],"for":[242],"improving":[243],"controllability,":[244],"agency,":[246],"creativity,":[247],"output":[249],"diversity":[250],"generative":[252],"systems.":[253]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-17T00:00:00"}
