{"id":"https://openalex.org/W7128731992","doi":"https://doi.org/10.48550/arxiv.2602.11117","title":"HairWeaver: Few-Shot Photorealistic Hair Motion Synthesis with Sim-to-Real Guided Video Diffusion","display_name":"HairWeaver: Few-Shot Photorealistic Hair Motion Synthesis with Sim-to-Real Guided Video Diffusion","publication_year":2026,"publication_date":"2026-02-11","ids":{"openalex":"https://openalex.org/W7128731992","doi":"https://doi.org/10.48550/arxiv.2602.11117"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.11117","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5125753665","display_name":"Di Chang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang, Di","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125691801","display_name":"Ji Hou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hou, Ji","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093932031","display_name":"Aljaz Bozic","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bozic, Aljaz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015061523","display_name":"Assaf Neuberger","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neuberger, Assaf","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125691534","display_name":"Felix Juefei-Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juefei-Xu, Felix","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092545521","display_name":"Olivier Maury","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maury, Olivier","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037859005","display_name":"Gene Wei-Chin Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Gene Wei-Chin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083969893","display_name":"Tuur Stuyck","orcid":"https://orcid.org/0000-0003-1892-2137"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stuyck, Tuur","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067177583","display_name":"Doug Roble","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roble, Doug","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103172344","display_name":"M. Reza Soleymani","orcid":"https://orcid.org/0000-0002-4913-833X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soleymani, Mohammad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5125696065","display_name":"Stephane Grabli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grabli, Stephane","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17162607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":0.4341000020503998,"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":0.4341000020503998,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.19589999318122864,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.12449999898672104,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6804999709129333},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6280999779701233},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.47049999237060547},{"id":"https://openalex.org/keywords/image-synthesis","display_name":"Image synthesis","score":0.38670000433921814},{"id":"https://openalex.org/keywords/3d-printed","display_name":"3d printed","score":0.37400001287460327},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3052000105381012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508999705314636},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6804999709129333},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6665999889373779},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6280999779701233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6144999861717224},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5023000240325928},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.47049999237060547},{"id":"https://openalex.org/C2989087649","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Image synthesis","level":3,"score":0.38670000433921814},{"id":"https://openalex.org/C3019308078","wikidata":"https://www.wikidata.org/wiki/Q229367","display_name":"3d printed","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C145565327","wikidata":"https://www.wikidata.org/wiki/Q852514","display_name":"Motion control","level":3,"score":0.2874999940395355},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2854999899864197},{"id":"https://openalex.org/C2986578859","wikidata":"https://www.wikidata.org/wiki/Q657632","display_name":"Human motion","level":3,"score":0.26649999618530273},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.2567000091075897}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.11117","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2602.11117","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.11117","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,"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":"pmh:doi:10.48550/arxiv.2602.11117","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0],"present":[1],"HairWeaver,":[2],"a":[3,8,33,56,63,82,95,104,134],"diffusion-based":[4],"pipeline":[5],"that":[6,122,130],"animates":[7],"single":[9],"human":[10,100,142],"image":[11],"with":[12,145],"realistic":[13,120],"and":[14,31,45,62,114],"expressive":[15],"hair":[16,40,112,121,143],"dynamics.":[17],"While":[18],"existing":[19],"methods":[20],"successfully":[21],"control":[22,28,110],"body":[23],"pose,":[24],"they":[25],"lack":[26],"specific":[27],"over":[29,111],"hair,":[30],"as":[32],"result,":[34],"fail":[35],"to":[36,58,65,80,117,125],"capture":[37],"the":[38,67,138],"intricate":[39],"motions,":[41],"resulting":[42],"in":[43],"stiff":[44],"unrealistic":[46],"animations.":[47],"HairWeaver":[48,107],"overcomes":[49],"this":[50],"limitation":[51],"using":[52],"two":[53],"specialized":[54,96],"modules:":[55],"Motion-Context-LoRA":[57],"integrate":[59],"motion":[60,101,113],"conditions":[61],"Style-Alignment-LoRA":[64],"preserve":[66],"subject's":[68],"photoreal":[69],"appearance":[70],"across":[71],"different":[72],"data":[73],"domains.":[74],"These":[75],"lightweight":[76],"components":[77],"are":[78],"designed":[79],"guide":[81],"video":[83],"diffusion":[84],"backbone":[85],"while":[86],"maintaining":[87],"its":[88],"core":[89],"generative":[90],"capabilities.":[91],"By":[92],"training":[93],"on":[94],"dataset":[97],"of":[98,137],"dynamic":[99,146],"generated":[102],"from":[103],"CG":[105],"simulator,":[106],"affords":[108],"fine":[109],"ultimately":[115],"learns":[116],"produce":[118],"highly":[119],"responds":[123],"naturally":[124],"movement.":[126],"Comprehensive":[127],"evaluations":[128],"demonstrate":[129],"our":[131],"approach":[132],"sets":[133],"new":[135],"state":[136],"art,":[139],"producing":[140],"lifelike":[141],"animations":[144],"details.":[147]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-02-13T00:00:00"}
