{"id":"https://openalex.org/W7134960608","doi":"https://doi.org/10.48550/arxiv.2603.09611","title":"ParTY: Part-Guidance for Expressive Text-to-Motion Synthesis","display_name":"ParTY: Part-Guidance for Expressive Text-to-Motion Synthesis","publication_year":2026,"publication_date":"2026-03-10","ids":{"openalex":"https://openalex.org/W7134960608","doi":"https://doi.org/10.48550/arxiv.2603.09611"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.09611","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.09611","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.2603.09611","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128699962","display_name":"KunHo Heo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Heo, KunHo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128692194","display_name":"SuYeon Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, SuYeon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128772852","display_name":"Yonghyun Gwon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gwon, Yonghyun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128734820","display_name":"Youngbin Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, Youngbin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5010029584","display_name":"MyeongAh Cho","orcid":"https://orcid.org/0000-0001-9330-2785"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cho, MyeongAh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5128699962"],"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/T12290","display_name":"Human Motion and Animation","score":0.7315000295639038,"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"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.7315000295639038,"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"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.051100000739097595,"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":0.039799999445676804,"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/focus","display_name":"Focus (optics)","score":0.6743999719619751},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6460000276565552},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6015999913215637},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5299999713897705},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5203999876976013},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.35989999771118164},{"id":"https://openalex.org/keywords/text-generation","display_name":"Text generation","score":0.33809998631477356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174000144004822},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6743999719619751},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6460000276565552},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6015999913215637},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5299999713897705},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5203999876976013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.486299991607666},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3912999927997589},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.361299991607666},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34450000524520874},{"id":"https://openalex.org/C2985684807","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Text generation","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.30239999294281006},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.09611","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.09611","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.2603.09611","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.09611","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":{"Text-to-motion":[0],"synthesis":[1],"aims":[2],"to":[3,27,41,71,114,121],"generate":[4,66,122],"natural":[5],"and":[6,62,81,134,142,151,158],"expressive":[7],"human":[8],"motions":[9,21,69,113,150],"from":[10,22],"textual":[11,56],"descriptions.":[12],"While":[13],"existing":[14,87],"approaches":[15],"primarily":[16],"focus":[17],"on":[18],"generating":[19,100],"holistic":[20,123,149],"text":[23,132],"descriptions,":[24],"they":[25,50,64],"struggle":[26],"accurately":[28],"reflect":[29],"actions":[30],"involving":[31],"specific":[32],"body":[33,60,140],"parts.":[34],"Recent":[35],"part-wise":[36],"motion":[37],"generation":[38],"methods":[39],"attempt":[40],"resolve":[42,82],"this":[43],"but":[44],"face":[45],"two":[46],"critical":[47],"limitations:":[48],"(i)":[49],"lack":[51],"explicit":[52],"mechanisms":[53],"for":[54],"aligning":[55],"semantics":[57],"with":[58,138],"individual":[59],"parts,":[61],"(ii)":[63],"often":[65],"incoherent":[67],"full-body":[68,102],"due":[70],"integrating":[72],"independently":[73],"generated":[74],"part":[75,97,112,116,152],"motions.":[76,103,153],"To":[77],"overcome":[78],"these":[79],"issues":[80],"the":[83],"fundamental":[84],"trade-off":[85],"in":[86],"methods,":[88],"we":[89],"propose":[90],"ParTY,":[91],"a":[92],"novel":[93],"framework":[94],"that":[95,162],"enhances":[96],"expressiveness":[98],"while":[99],"coherent":[101],"ParTY":[104,163],"comprises:":[105],"(1)":[106],"Part-Guided":[107],"Network,":[108],"which":[109,129,146],"first":[110],"generates":[111],"obtain":[115],"guidance,":[117],"then":[118],"uses":[119],"it":[120],"motions;":[124],"(2)":[125],"Part-aware":[126],"Text":[127],"Grounding,":[128],"diversely":[130],"transforms":[131],"embeddings":[133],"appropriately":[135],"aligns":[136],"them":[137],"each":[139],"part;":[141],"(3)":[143],"Holistic-Part":[144],"Fusion,":[145],"adaptively":[147],"fuses":[148],"Extensive":[154],"experiments,":[155],"including":[156],"part-level":[157],"coherence-level":[159],"evaluations,":[160],"demonstrate":[161],"achieves":[164],"substantial":[165],"improvements":[166],"over":[167],"previous":[168],"methods.":[169]},"counts_by_year":[],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2026-03-12T00:00:00"}