{"id":"https://openalex.org/W7154070337","doi":"https://doi.org/10.1145/3772318.3790531","title":"Noise Pilot: Enabling Artistic Workflow Composition with Diffusion-Based Image Generation","display_name":"Noise Pilot: Enabling Artistic Workflow Composition with Diffusion-Based Image Generation","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154070337","doi":"https://doi.org/10.1145/3772318.3790531"},"language":null,"primary_location":{"id":"doi:10.1145/3772318.3790531","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790531","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772318.3790531","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"James Smith","orcid":"https://orcid.org/0000-0002-4581-6164"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Smith","raw_affiliation_strings":["University of California, Berkeley, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-4581-6164","affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092432012","display_name":"Shm Garanganao Almeda","orcid":"https://orcid.org/0000-0001-7660-313X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shm Garanganao Almeda","raw_affiliation_strings":["University of California, Berkeley, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0000-0001-7660-313X","affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066871102","display_name":"Timothy J. Aveni","orcid":"https://orcid.org/0000-0002-6549-5249"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy J. Aveni","raw_affiliation_strings":["University of California, Berkeley, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-6549-5249","affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133533483","display_name":"Anya Agarwal","orcid":"https://orcid.org/0009-0005-9204-3917"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anya Agarwal","raw_affiliation_strings":["University of California, Berkeley, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0009-0005-9204-3917","affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087718561","display_name":"Bjoern Hartmann","orcid":"https://orcid.org/0000-0002-0693-0829"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bjoern Hartmann","raw_affiliation_strings":["University of California, Berkeley, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-0693-0829","affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.3836,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.98914151,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.23499999940395355,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.23499999940395355,"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/T13216","display_name":"Artistic and Creative Research","score":0.19099999964237213,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14002","display_name":"Art, Technology, and Culture","score":0.08959999680519104,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6388999819755554},{"id":"https://openalex.org/keywords/materiality","display_name":"Materiality (auditing)","score":0.5752999782562256},{"id":"https://openalex.org/keywords/bespoke","display_name":"Bespoke","score":0.5559999942779541},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.5339999794960022},{"id":"https://openalex.org/keywords/chaining","display_name":"Chaining","score":0.47269999980926514},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.46209999918937683},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4334000051021576},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.4081999957561493},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.4018999934196472}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6388999819755554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5979999899864197},{"id":"https://openalex.org/C123307717","wikidata":"https://www.wikidata.org/wiki/Q1003682","display_name":"Materiality (auditing)","level":2,"score":0.5752999782562256},{"id":"https://openalex.org/C44210515","wikidata":"https://www.wikidata.org/wiki/Q16968978","display_name":"Bespoke","level":2,"score":0.5559999942779541},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.5339999794960022},{"id":"https://openalex.org/C49020025","wikidata":"https://www.wikidata.org/wiki/Q1059099","display_name":"Chaining","level":2,"score":0.47269999980926514},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.46209999918937683},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4334000051021576},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.4081999957561493},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40779998898506165},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.3903000056743622},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3718000054359436},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C47350684","wikidata":"https://www.wikidata.org/wiki/Q5157306","display_name":"Computational creativity","level":3,"score":0.33500000834465027},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.296099990606308},{"id":"https://openalex.org/C125209513","wikidata":"https://www.wikidata.org/wiki/Q4037520","display_name":"Doors","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.2856999933719635},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2614000141620636},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.25920000672340393},{"id":"https://openalex.org/C54525549","wikidata":"https://www.wikidata.org/wiki/Q2553445","display_name":"Weaving","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772318.3790531","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790531","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772318.3790531","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790531","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W69786127","https://openalex.org/W1982500521","https://openalex.org/W2001684194","https://openalex.org/W2057749609","https://openalex.org/W2062658884","https://openalex.org/W2094668430","https://openalex.org/W2136510050","https://openalex.org/W2161660617","https://openalex.org/W2295237794","https://openalex.org/W2475287302","https://openalex.org/W2796000004","https://openalex.org/W2796058046","https://openalex.org/W2808078406","https://openalex.org/W2890476315","https://openalex.org/W2911664431","https://openalex.org/W2941884113","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963255313","https://openalex.org/W3031542734","https://openalex.org/W3036167779","https://openalex.org/W3162262138","https://openalex.org/W3163054706","https://openalex.org/W3168867926","https://openalex.org/W4225092360","https://openalex.org/W4241464738","https://openalex.org/W4287029626","https://openalex.org/W4288099666","https://openalex.org/W4308623137","https://openalex.org/W4309398467","https://openalex.org/W4312497550","https://openalex.org/W4321275178","https://openalex.org/W4366003124","https://openalex.org/W4366548330","https://openalex.org/W4381104137","https://openalex.org/W4385714563","https://openalex.org/W4385774603","https://openalex.org/W4387801427","https://openalex.org/W4387835469","https://openalex.org/W4389218143","https://openalex.org/W4390873054","https://openalex.org/W4391556516","https://openalex.org/W4392619076","https://openalex.org/W4394948185","https://openalex.org/W4396831955","https://openalex.org/W4396831984","https://openalex.org/W4396832024","https://openalex.org/W4396832280","https://openalex.org/W4396833710","https://openalex.org/W4396839098","https://openalex.org/W4399310710","https://openalex.org/W4399917581","https://openalex.org/W4399917606","https://openalex.org/W4400142550","https://openalex.org/W4400142599","https://openalex.org/W4403522683","https://openalex.org/W4404826297","https://openalex.org/W4407425035","https://openalex.org/W4407632381"],"related_works":[],"abstract_inverted_index":{"Creativity":[0],"support":[1],"tools":[2],"(CSTs)":[3],"increasingly":[4],"include":[5],"image-generation":[6],"features.":[7],"The":[8],"underlying":[9],"diffusion":[10,102,116],"models":[11],"enact":[12,114],"a":[13,25,67,85,96],"particular":[14],"image":[15],"diffusing":[16],"process":[17],"that":[18],"AI":[19],"CSTs":[20,133],"tend":[21],"to":[22,32,44,49,70,87,113,122],"obscure":[23],"within":[24],"black-box.":[26],"Artists\u2019":[27],"creative":[28,73,135],"control":[29],"is":[30],"limited":[31],"indirect":[33],"manipulation":[34],"(prompting),":[35],"chaining":[36],"these":[37],"\u201cblack-boxes\u201d":[38],"together,":[39],"or":[40],"using":[41],"ML-engineering":[42],"skills":[43],"build":[45],"custom":[46],"black-boxes.":[47],"Seeking":[48],"maintain":[50],"the":[51,58,89],"low-threshold":[52],"offered":[53],"by":[54,141],"prompting,":[55],"while":[56],"raising":[57],"ceiling":[59],"of":[60,78,92,106],"expressive":[61],"interactions,":[62],"we":[63],"built":[64],"Noise":[65,82],"Pilot:":[66],"multi-layered":[68],"approach":[69],"supporting":[71],"diffusion-based":[72],"processes":[74,91],"at":[75,103],"three":[76],"levels":[77,105],"depth.":[79],"We":[80,127],"used":[81],"Pilot":[83],"as":[84],"probe":[86],"study":[88],"artistic":[90],"9":[93],"artists":[94],"over":[95,144,148],"2-week":[97],"period.":[98],"Artists":[99],"engaged":[100],"with":[101,124],"different":[104],"manipulative":[107],"depth":[108],"and":[109,137,146],"crafted":[110],"reusable":[111],"artifacts":[112],"bespoke":[115],"processes;":[117],"some":[118],"produced":[119],"results":[120],"impossible":[121],"achieve":[123],"prompting":[125],"alone.":[126],"discuss":[128],"how":[129],"black-box":[130],"AIs":[131],"in":[132],"limit":[134],"power,":[136],"propose":[138],"subverting":[139],"this":[140],"favoring":[142],"visibility":[143],"obscurity,":[145],"materiality":[147],"personification.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2026-04-14T00:00:00"}
