{"id":"https://openalex.org/W4286611166","doi":"https://doi.org/10.1145/3528223.3530141","title":"Neural jacobian fields","display_name":"Neural jacobian fields","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4286611166","doi":"https://doi.org/10.1145/3528223.3530141"},"language":"en","primary_location":{"id":"doi:10.1145/3528223.3530141","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3528223.3530141","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012021206","display_name":"Noam Aigerman","orcid":"https://orcid.org/0000-0002-9116-4662"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noam Aigerman","raw_affiliation_strings":["Adobe Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041125643","display_name":"Kunal Gupta","orcid":"https://orcid.org/0000-0001-8628-2202"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kunal Gupta","raw_affiliation_strings":["University of California San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041004771","display_name":"Vladimir G. Kim","orcid":"https://orcid.org/0000-0002-3996-6588"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir G. Kim","raw_affiliation_strings":["Adobe Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108481672","display_name":"Siddhartha Chaudhuri","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddhartha Chaudhuri","raw_affiliation_strings":["Adobe Research, IIT Bombay, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research, IIT Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063490500","display_name":"Jun Saito","orcid":"https://orcid.org/0000-0002-3128-9009"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Saito","raw_affiliation_strings":["Adobe Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030505287","display_name":"Thibault Groueix","orcid":"https://orcid.org/0000-0002-7984-8252"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thibault Groueix","raw_affiliation_strings":["Adobe Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.1902,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.98191182,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"41","issue":"4","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9979000091552734,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.6959056258201599},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.6954275369644165},{"id":"https://openalex.org/keywords/jacobian-matrix-and-determinant","display_name":"Jacobian matrix and determinant","score":0.5690417289733887},{"id":"https://openalex.org/keywords/morphing","display_name":"Morphing","score":0.5516536831855774},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4703429341316223},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45567402243614197},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.4356597661972046},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41501253843307495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3337576389312744},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.23843535780906677},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20238575339317322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6959056258201599},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.6954275369644165},{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.5690417289733887},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.5516536831855774},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4703429341316223},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45567402243614197},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.4356597661972046},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41501253843307495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3337576389312744},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.23843535780906677},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20238575339317322},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3528223.3530141","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3528223.3530141","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1970014692","https://openalex.org/W1974956622","https://openalex.org/W1997546716","https://openalex.org/W2076159000","https://openalex.org/W2088265483","https://openalex.org/W2089637722","https://openalex.org/W2090782210","https://openalex.org/W2091791686","https://openalex.org/W2094514801","https://openalex.org/W2101657948","https://openalex.org/W2158778494","https://openalex.org/W2161578027","https://openalex.org/W2250107905","https://openalex.org/W2293537096","https://openalex.org/W2558708291","https://openalex.org/W2576289912","https://openalex.org/W2810984579","https://openalex.org/W2891959861","https://openalex.org/W2912736831","https://openalex.org/W2962778872","https://openalex.org/W2963197375","https://openalex.org/W2963850211","https://openalex.org/W2963892986","https://openalex.org/W2973014570","https://openalex.org/W2975149757","https://openalex.org/W2982419973","https://openalex.org/W2985840885","https://openalex.org/W2994774977","https://openalex.org/W3034196047","https://openalex.org/W3035024952","https://openalex.org/W3048366741","https://openalex.org/W3048496284","https://openalex.org/W3048558702","https://openalex.org/W3049071662","https://openalex.org/W3108187912","https://openalex.org/W3131446645","https://openalex.org/W3137158176","https://openalex.org/W3138581055","https://openalex.org/W3169909104","https://openalex.org/W3174272952","https://openalex.org/W3178713097","https://openalex.org/W3178714617","https://openalex.org/W3181900527","https://openalex.org/W3184248595","https://openalex.org/W3190424178","https://openalex.org/W3202589837","https://openalex.org/W4205401338","https://openalex.org/W4234552385","https://openalex.org/W4235375376","https://openalex.org/W4236667477","https://openalex.org/W4241925824","https://openalex.org/W4246041266","https://openalex.org/W4250482878","https://openalex.org/W4251468992","https://openalex.org/W4286611057","https://openalex.org/W4286894752","https://openalex.org/W6601258443"],"related_works":["https://openalex.org/W1679315481","https://openalex.org/W3151495635","https://openalex.org/W4385170164","https://openalex.org/W4236870338","https://openalex.org/W2016917053","https://openalex.org/W1580681114","https://openalex.org/W51472912","https://openalex.org/W4362722828","https://openalex.org/W2442338490","https://openalex.org/W1570035176"],"abstract_inverted_index":{"This":[0,119],"paper":[1],"introduces":[2],"a":[3,16,32,59,62,65,71,104,110,168],"framework":[4,50,155],"designed":[5],"to":[6,58,123,156,183,201,204,210,236,243],"accurately":[7],"predict":[8,157],"piecewise":[9],"linear":[10],"mappings":[11],"of":[12,26,46,61,77,86,126,148,171,208,214,223],"arbitrary":[13,215],"meshes":[14,27],"via":[15],"neural":[17,56],"network,":[18],"enabling":[19,130],"training":[20],"and":[21,90,180,191],"evaluating":[22],"over":[23,167],"heterogeneous":[24],"collections":[25],"that":[28],"do":[29],"not":[30],"share":[31],"triangulation,":[33],"as":[34,36,92,109,177,187,194,196,226,228,231],"well":[35,195,227],"producing":[37],"highly":[38],"detail-preserving":[39],"maps":[40],"whose":[41],"accuracy":[42,222],"exceeds":[43],"current":[44],"state":[45],"the":[47,55,83,87,96,124,127,138,144,154,198,206,220,224,237,244],"art.":[48],"The":[49,75,99,217],"is":[51,79,101,121,233],"based":[52],"on":[53,70,132],"reducing":[54],"aspect":[57],"prediction":[60],"matrix":[63],"for":[64,95,116],"single":[66],"given":[67,88],"point,":[68],"conditioned":[69],"global":[72],"shape":[73],"descriptor.":[74],"field":[76],"matrices":[78],"then":[80],"projected":[81],"onto":[82],"tangent":[84],"bundle":[85],"mesh,":[89,151],"used":[91],"candidate":[93],"jacobians":[94],"predicted":[97],"map.":[98],"map":[100],"computed":[102],"by":[103,141,164],"standard":[105],"Poisson":[106],"solve,":[107],"implemented":[108],"differentiable":[111],"layer":[112],"with":[113,134],"cached":[114],"pre-factorization":[115],"efficient":[117],"training.":[118],"construction":[120],"agnostic":[122],"triangulation":[125],"input,":[128],"thereby":[129],"applications":[131],"datasets":[133],"varying":[135],"triangulations.":[136],"At":[137],"same":[139],"time,":[140],"operating":[142],"in":[143],"intrinsic":[145],"gradient":[146],"domain":[147],"each":[149],"individual":[150],"it":[152,232],"allows":[153],"highly-accurate":[158],"mappings.":[159],"We":[160],"validate":[161],"these":[162],"properties":[163],"conducting":[165],"experiments":[166],"broad":[169],"range":[170],"scenarios,":[172],"from":[173],"semantic":[174],"ones":[175],"such":[176,186],"morphing,":[178],"registration,":[179],"deformation":[181],"transfer,":[182],"optimization-based":[184],"ones,":[185],"emulating":[188],"elastic":[189],"deformations":[190],"contact":[192],"correction,":[193],"being":[197],"first":[199],"work,":[200],"our":[202],"knowledge,":[203],"tackle":[205],"task":[207],"learning":[209],"compute":[211],"UV":[212],"parameterizations":[213],"meshes.":[216],"results":[218],"exhibit":[219],"high":[221],"method":[225],"its":[229],"versatility,":[230],"readily":[234],"applied":[235],"above":[238],"scenarios":[239],"without":[240],"any":[241],"changes":[242],"framework.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}