{"id":"https://openalex.org/W7162790441","doi":"https://doi.org/10.48550/arxiv.2605.30263","title":"minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models","display_name":"minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models","publication_year":2026,"publication_date":"2026-05-28","ids":{"openalex":"https://openalex.org/W7162790441","doi":"https://doi.org/10.48550/arxiv.2605.30263"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.30263","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30263","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2605.30263","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137399533","display_name":"Min Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Min","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137374922","display_name":"Hongzhou Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Hongzhou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045226094","display_name":"Bokai Yan","orcid":"https://orcid.org/0000-0001-7659-5694"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan, Bokai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137397951","display_name":"Zihan Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Zihan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137374890","display_name":"Yimin Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yimin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137366496","display_name":"Wenqiang Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Wenqiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137380290","display_name":"Kaiwen Zheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Kaiwen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137391194","display_name":"Guande He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Guande","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137342336","display_name":"Xiao Yang","orcid":"https://orcid.org/0000-0002-1452-9824"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Xiao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137350588","display_name":"Chongxuan Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Chongxuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137343837","display_name":"Fan Bao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bao, Fan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137340726","display_name":"Jun Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Jun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":12,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.2313999980688095,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.2313999980688095,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.19820000231266022,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.12470000237226486,"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/consistency","display_name":"Consistency (knowledge bases)","score":0.47600001096725464},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4684000015258789},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.43160000443458557},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.3831999897956848},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.3767000138759613},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.34529998898506165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7684999704360962},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.47600001096725464},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4684000015258789},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.43160000443458557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4124999940395355},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.3767000138759613},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3547999858856201},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.34529998898506165},{"id":"https://openalex.org/C2776566319","wikidata":"https://www.wikidata.org/wiki/Q3495514","display_name":"Interactive video","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","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":0.2720000147819519},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2603999972343445},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.30263","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30263","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.30263","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30263","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"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":{"Recent":[0],"video":[1,11,19,66,79,94,164,219],"diffusion":[2,95,112],"foundation":[3,80],"models":[4,21,26,81],"have":[5],"achieved":[6],"remarkable":[7],"progress":[8],"in":[9,34],"high-quality":[10],"generation,":[12],"yet":[13],"turning":[14],"them":[15],"into":[16,82,126],"real-time":[17,64,217],"interactive":[18,65,218],"world":[20,25,67,86,165,220],"remains":[22],"challenging.":[23],"Interactive":[24],"require":[27],"controllable,":[28],"causal,":[29],"and":[30,49,100,120,138,149,156,176,185,199,210,215],"low-latency":[31,132],"rollout,":[32],"which":[33],"practice":[35],"demands":[36],"a":[37,58,92,127,208],"full":[38],"pipeline":[39,73],"spanning":[40],"data":[41,172],"construction,":[42],"controllable":[43],"fine-tuning,":[44],"autoregressive":[45,85,129],"training,":[46,113],"few-step":[47,84,128],"distillation,":[48,119],"streaming":[50],"inference.":[51],"In":[52],"this":[53],"work,":[54],"we":[55,140,188],"present":[56],"minWM,":[57],"full-stack":[59],"open-source":[60],"framework":[61,135],"for":[62,131,213],"building":[63,214],"models.":[68,87,221],"minWM":[69,89,159,205],"provides":[70],"an":[71],"end-to-end":[72],"that":[74],"converts":[75],"existing":[76,163],"bidirectional":[77,93],"T2V/TI2V":[78],"camera-controllable":[83],"Specifically,":[88],"first":[90],"fine-tunes":[91],"model":[96],"with":[97],"camera":[98,193],"control,":[99],"then":[101],"applies":[102],"the":[103],"Causal":[104,107],"Forcing":[105],"/":[106],"Forcing++":[108],"pipeline,":[109],"including":[110,147],"AR":[111],"causal":[114,117],"ODE":[115],"or":[116],"consistency":[118],"asymmetric":[121],"DMD,":[122],"to":[123,170],"distill":[124],"it":[125,142],"generator":[130],"rollout.":[133],"The":[134],"is":[136],"modular":[137],"architecture-extensible:":[139],"instantiate":[141],"on":[143,192],"representative":[144],"open":[145],"backbones,":[146],"Wan2.1-T2V-1.3B":[148],"HY1.5-TI2V-8B,":[150],"covering":[151],"both":[152],"cross-attention-based":[153],"condition":[154],"injection":[155],"MMDiT-style":[157],"architectures.":[158],"also":[160],"supports":[161],"adapting":[162,216],"models,":[166],"such":[167],"as":[168,207],"HY-WorldPlay,":[169],"new":[171],"distributions,":[173],"training":[174,197],"recipes,":[175],"latency":[177],"targets.":[178],"Beyond":[179],"releasing":[180],"runnable":[181],"scripts,":[182],"checkpoints,":[183],"documentation,":[184],"inference":[186],"code,":[187],"provide":[189],"practical":[190],"ablations":[191],"trajectory":[194],"quality,":[195],"controllability":[196],"steps,":[198],"minimal":[200],"batch-size":[201],"requirements.":[202],"We":[203],"hope":[204],"serves":[206],"reproducible":[209],"extensible":[211],"recipe":[212],"Project":[222],"Page:":[223],"[https://github.com/shengshu-ai/minWM](https://github.com/shengshu-ai/minWM)":[224]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-30T00:00:00"}