{"id":"https://openalex.org/W7213595708","doi":"https://doi.org/10.48550/arxiv.2609.19853","title":"PACE: Precise AI Cinematic Expression","display_name":"PACE: Precise AI Cinematic Expression","publication_year":2026,"publication_date":"2026-09-17","ids":{"openalex":"https://openalex.org/W7213595708","doi":"https://doi.org/10.48550/arxiv.2609.19853"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2609.19853","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.19853","pdf_url":"https://arxiv.org/pdf/2609.19853","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2609.19853","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5152111314","display_name":"Bing Duan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Duan, Bing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152127327","display_name":"Qiang Guo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Qiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152150984","display_name":"Linpu Li","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Linpu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152131444","display_name":"Zhijian Mao","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mao, Zhijian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152125693","display_name":"Min Zhu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Min","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152147187","display_name":"Zhirui Ren","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren, Zhirui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004164739","display_name":"Yiwei Yan","orcid":"https://orcid.org/0000-0001-7944-9190","observed_orcids":["https://orcid.org/0000-0001-7944-9190"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan, Yiwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138951733","display_name":"Xi Chu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chu, Xi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5152124104","display_name":"Xiaoding Li","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Xiaoding","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T14254","display_name":"Digital Media and Visual Art","score":0.7231000065803528,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.7231000065803528,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.1527000069618225,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.04560000076889992,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/ai-generated-film","display_name":"AI-generated film","score":0.5490000247955322},{"id":"https://openalex.org/keywords/image-diffusion-models","display_name":"image diffusion models","score":0.7870000004768372},{"id":"https://openalex.org/keywords/3d-scene-generation","display_name":"3D scene generation","score":0.6000000238418579},{"id":"https://openalex.org/keywords/character-positioning","display_name":"character positioning","score":0.3499999940395355}],"concepts":[{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.6779999732971191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6557000279426575},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.527899980545044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49900001287460327},{"id":"https://openalex.org/C5065155","wikidata":"https://www.wikidata.org/wiki/Q1185775","display_name":"Frame problem","level":2,"score":0.48100000619888306},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.4341000020503998},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4174000024795532},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4108000099658966},{"id":"https://openalex.org/C122041747","wikidata":"https://www.wikidata.org/wiki/Q838611","display_name":"Ball (mathematics)","level":2,"score":0.36079999804496765},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3450999855995178},{"id":"https://openalex.org/C3019612716","wikidata":"https://www.wikidata.org/wiki/Q730920","display_name":"Problem solver","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C119657128","wikidata":"https://www.wikidata.org/wiki/Q11633","display_name":"Photography","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C2778852477","wikidata":"https://www.wikidata.org/wiki/Q313614","display_name":"Video camera","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.2563999891281128}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2609.19853","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.19853","pdf_url":"https://arxiv.org/pdf/2609.19853","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2609.19853","doi":"https://doi.org/10.48550/arxiv.2609.19853","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2609.19853","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2609.19853","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.19853","pdf_url":"https://arxiv.org/pdf/2609.19853","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7213595708.pdf","grobid_xml":"https://content.openalex.org/works/W7213595708.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1557074680","https://openalex.org/W1978226270","https://openalex.org/W1996577481","https://openalex.org/W2018779169","https://openalex.org/W2115026549","https://openalex.org/W2159083595","https://openalex.org/W2170516265","https://openalex.org/W2889317091","https://openalex.org/W2894160111","https://openalex.org/W2939665722","https://openalex.org/W2970764230","https://openalex.org/W3095481265","https://openalex.org/W3120337237","https://openalex.org/W3201531807","https://openalex.org/W4205109134","https://openalex.org/W4221164017","https://openalex.org/W4237235357","https://openalex.org/W4366547384","https://openalex.org/W4384377157","https://openalex.org/W4390873054","https://openalex.org/W4403525135","https://openalex.org/W4404782412","https://openalex.org/W4406779509","https://openalex.org/W4406813830","https://openalex.org/W4414565121","https://openalex.org/W4414894365","https://openalex.org/W4414894445","https://openalex.org/W4415183259","https://openalex.org/W4416650463","https://openalex.org/W4417010840","https://openalex.org/W4417030983","https://openalex.org/W4417295242","https://openalex.org/W4417448456","https://openalex.org/W6929617629","https://openalex.org/W7084101278","https://openalex.org/W7124131727","https://openalex.org/W7127574996","https://openalex.org/W7133212334","https://openalex.org/W7133239970","https://openalex.org/W7133312916","https://openalex.org/W7150853864","https://openalex.org/W7151308464","https://openalex.org/W7154616844","https://openalex.org/W7155440220","https://openalex.org/W7160117760","https://openalex.org/W7167058346","https://openalex.org/W7196964926","https://openalex.org/W7203637571","https://openalex.org/W7203786998","https://openalex.org/W7204168363","https://openalex.org/W7212065878"],"related_works":["https://openalex.org/W7223316346","https://openalex.org/W7171767878","https://openalex.org/W2281346470","https://openalex.org/W7097341457","https://openalex.org/W2277988070","https://openalex.org/W7222886938","https://openalex.org/W7163167667","https://openalex.org/W4395695883","https://openalex.org/W2097000526","https://openalex.org/W4416091565"],"abstract_inverted_index":{"Between":[0],"a":[1,4,7,19,32,51,111,118,134,160],"screenplay":[2,58],"and":[3,17,63,71,92,110,117,149,198,229,267],"film":[5],"sits":[6],"planning":[8],"problem":[9],"that":[10,38,125,237],"is":[11,78,129,201,214],"spatial":[12],"first:":[13],"who":[14],"stands":[15],"where,":[16],"what":[18,72],"camera":[20,74,119,123,148,192],"sees":[21],"from":[22,154,220,225,256],"where":[23,67],"it":[24,65,84],"stands.":[25],"An":[26],"image":[27],"diffusion":[28,108],"model":[29,109,161],"asked":[30],"for":[31,54],"shot":[33,89],"in":[34,115],"free":[35],"text":[36],"settles":[37],"plan":[39],"by":[40,142],"its":[41,175,183],"own":[42],"defaults.":[43],"We":[44],"present":[45],"PACE":[46,139],"(Precise":[47],"AI":[48],"Cinematic":[49],"Expression),":[50],"typed":[52],"representation":[53],"the":[55,57,60,73,82,99,103,107,122,126,130,146,150,155,165,199,217,221,226,232,235,242,247,253,262,271],"plan:":[56],"evidence,":[59],"characters,":[61],"props":[62],"locations":[64],"needs,":[66],"each":[68],"subject":[69,176],"stands,":[70],"does.":[75],"A":[76,96],"value":[77,136],"written":[79],"once":[80],"at":[81],"level":[83],"belongs":[85],"to":[86,106,162,258],"(script,":[87],"scene,":[88],"or":[90,188],"panel)":[91],"inherited":[93],"below":[94],"it.":[95],"compiler":[97],"turns":[98],"result":[100],"into":[101],"both":[102],"prompt":[104],"sent":[105],"3D":[112],"scene":[113],"built":[114],"metres,":[116],"solver":[120],"places":[121,174],"so":[124],"declared":[127,135,184],"framing":[128,131,239],"built.":[132],"Where":[133],"becomes":[137],"geometry,":[138],"measures,":[140],"field":[141],"field,":[143],"how":[144],"far":[145],"compiled":[147,227],"staged":[151,171,218],"render":[152],"sit":[153],"declaration,":[156],"rather":[157,203],"than":[158,204],"asking":[159],"judge.":[163],"On":[164,206],"11-scene":[166],"Automatic":[167],"Drive":[168],"screenplay,":[169],"every":[170,196],"single-subject":[172],"panel":[173],"within":[177],"1.2%":[178],"of":[179,182,270],"frame":[180],"width":[181],"position;":[185],"with":[186,231],"two":[187],"three":[189],"subjects":[190],"one":[191],"pose":[193,248],"cannot":[194],"satisfy":[195],"position,":[197],"residual":[200],"reported":[202],"absorbed.":[205],"204":[207],"external":[208],"director-storyboard":[209],"shots,":[210],"delivered":[211],"head":[212],"height":[213],"1.906":[215],"times":[216],"target":[219],"director's":[222],"words,":[223],"1.733":[224],"prompt,":[228],"0.955":[230],"greybox":[233],"control;":[234],"condition":[236],"holds":[238],"best":[240],"draws":[241],"described":[243],"action":[244,254],"least.":[245],"Declaring":[246],"on":[249],"30":[250],"shots":[251],"raises":[252],"drawn":[255],"58.9%":[257],"74.4%":[259],"without":[260],"moving":[261],"framing.":[263],"Transitions,":[264],"fitted":[265],"motion":[266],"human":[268],"review":[269],"generated":[272],"panels":[273],"remain":[274],"open.":[275],"Code:":[276],"https://github.com/StudioPiLabs/pace-core":[277]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-19T00:00:00"}