{"id":"https://openalex.org/W7165377459","doi":"https://doi.org/10.48550/arxiv.2606.20083","title":"Holo-World: Unified Camera, Object and Weather Control for Video World Model","display_name":"Holo-World: Unified Camera, Object and Weather Control for Video World Model","publication_year":2026,"publication_date":"2026-06-18","ids":{"openalex":"https://openalex.org/W7165377459","doi":"https://doi.org/10.48550/arxiv.2606.20083"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.20083","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.20083","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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.20083","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008925597","display_name":"Xiangchen Yin","orcid":"https://orcid.org/0009-0006-7593-7473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yin, Xiangchen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139009694","display_name":"Wenzhang Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Wenzhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138978536","display_name":"Jiahui Yuan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan, Jiahui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139008540","display_name":"Zijie Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Zijie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139002475","display_name":"Yinda Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yinda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138979208","display_name":"Wei Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Wei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102554398","display_name":"Dachun Kai","orcid":"https://orcid.org/0009-0003-6308-5320"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai, Dachun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139004940","display_name":"Chunfeng Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Chunfeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5139007490","display_name":"Xiaoyan Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Xiaoyan","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":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/T11019","display_name":"Image Enhancement Techniques","score":0.38370001316070557,"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/T11019","display_name":"Image Enhancement Techniques","score":0.38370001316070557,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.3601999878883362,"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":0.038600001484155655,"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/object","display_name":"Object (grammar)","score":0.6484000086784363},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4708999991416931},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.3614000082015991},{"id":"https://openalex.org/keywords/unified-model","display_name":"Unified Model","score":0.3564000129699707},{"id":"https://openalex.org/keywords/adapter","display_name":"Adapter (computing)","score":0.33899998664855957},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.31209999322891235},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.304500013589859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7232999801635742},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6525999903678894},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6484000086784363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5958999991416931},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4708999991416931},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C45493050","wikidata":"https://www.wikidata.org/wiki/Q7884934","display_name":"Unified Model","level":2,"score":0.3564000129699707},{"id":"https://openalex.org/C177284502","wikidata":"https://www.wikidata.org/wiki/Q1005390","display_name":"Adapter (computing)","level":2,"score":0.33899998664855957},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.31029999256134033},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.304500013589859},{"id":"https://openalex.org/C20894473","wikidata":"https://www.wikidata.org/wiki/Q1116105","display_name":"Object model","level":3,"score":0.30379998683929443},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C2778852477","wikidata":"https://www.wikidata.org/wiki/Q313614","display_name":"Video camera","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.26269999146461487},{"id":"https://openalex.org/C119657128","wikidata":"https://www.wikidata.org/wiki/Q11633","display_name":"Photography","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.20083","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.20083","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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.20083","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.20083","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":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Video":[0],"world":[1,9,80,123,139],"models":[2],"are":[3],"moving":[4],"toward":[5],"preserving":[6],"an":[7,67],"observed":[8],"under":[10],"controllable":[11,121],"camera":[12,62,196],"and":[13,28,59,63,66,112,141,153,165,174,188,197],"object":[14,64,154,198],"motion":[15],"while":[16,161,204],"allowing":[17],"its":[18],"environmental":[19],"state":[20,98],"to":[21,84,156],"change.":[22],"Yet":[23],"these":[24,91],"controls":[25,65,127,155,199],"remain":[26],"isolated,":[27],"weather":[29,69,87,113,142,175,180,210,214],"generation":[30],"typically":[31],"relies":[32],"on":[33,217],"a":[34,47,56,73,85,97,119,131],"source":[35,79],"video":[36,74,99,122],"or":[37,81],"reconstructed":[38],"scene":[39,129,159,173,202],"that":[40,75,101,125,192],"already":[41],"specifies":[42],"future":[43],"structure.":[44],"We":[45],"study":[46],"first-frame-anchored":[48],"source-to-state":[49],"setting,":[50],"where":[51],"the":[52,78,128,184],"model":[53,124],"starts":[54],"from":[55,130],"single":[57,132],"image":[58],"follows":[60],"explicit":[61],"optional":[68],"instruction,":[70],"then":[71],"generates":[72],"either":[76],"preserves":[77],"transfers":[82],"it":[83],"target":[86,179,209],"state.":[88],"To":[89],"address":[90],"challenges,":[92],"we":[93,116],"first":[94],"build":[95],"HoloStateData,":[96],"dataset":[100],"turns":[102],"diverse":[103,208],"videos":[104],"into":[105,144,207],"unified":[106,120],"control":[107],"samples":[108],"for":[109],"camera,":[110],"object,":[111],"supervision.":[114],"Second,":[115],"introduce":[117],"Holo-World,":[118],"jointly":[126],"image.":[133],"Its":[134],"Unified":[135],"Scene":[136],"Adapter":[137],"factorizes":[138],"preservation":[140],"transfer":[143],"distinct":[145],"parameter":[146],"subspaces,":[147],"using":[148],"rendered":[149],"background,":[150],"geometry":[151],"buffers,":[152],"maintain":[157],"controlled":[158],"structure":[160,203],"modeling":[162],"weather-dependent":[163],"appearance":[164],"particle":[166],"effects.":[167],"Additionally,":[168],"Scene-Weather":[169],"Decomposed":[170],"CFG":[171],"guides":[172],"residuals":[176],"separately,":[177],"strengthening":[178],"effects":[181],"without":[182],"over-amplifying":[183],"full":[185],"condition.":[186],"Quantitative":[187],"qualitative":[189],"experiments":[190],"demonstrate":[191],"Holo-World":[193],"maintains":[194],"precise":[195],"with":[200],"consistent":[201],"transferring":[205],"scenes":[206],"states,":[211],"outperforming":[212],"video-to-video":[213],"editing":[215],"baselines":[216],"weather-state":[218],"generation.":[219],"Our":[220],"project":[221],"page":[222],"is":[223],"available":[224],"at":[225],"https://xiangchenyin.github.io/Holo-World/":[226]},"counts_by_year":[],"updated_date":"2026-07-03T06:15:21.484131","created_date":"2026-06-20T00:00:00"}