iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://api.openalex.org/works/doi:10.48550/ARXIV.2410.15002
{"id":"https://openalex.org/W4404088282","doi":"https://doi.org/10.48550/arxiv.2410.15002","title":"How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation\n Threshold","display_name":"How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation\n Threshold","publication_year":2024,"publication_date":"2024-10-19","ids":{"openalex":"https://openalex.org/W4404088282","doi":"https://doi.org/10.48550/arxiv.2410.15002"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.15002","pdf_url":"http://arxiv.org/pdf/2410.15002","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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/pdf/2410.15002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055186262","display_name":"Sahil Verma","orcid":"https://orcid.org/0000-0001-7797-926X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Verma, Sahil","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114534280","display_name":"Royi Rassin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rassin, Royi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101577369","display_name":"Arnav Das","orcid":"https://orcid.org/0000-0003-3751-3056"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Das, Arnav","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028997209","display_name":"Gantavya Bhatt","orcid":"https://orcid.org/0009-0003-2338-1598"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhatt, Gantavya","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090373236","display_name":"Preethi Seshadri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seshadri, Preethi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061319881","display_name":"Chirag Shah","orcid":"https://orcid.org/0000-0002-3797-4293"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shah, Chirag","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113478221","display_name":"Jeff Bilmes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bilmes, Jeff","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082305994","display_name":"Hannaneh Hajishirzi","orcid":"https://orcid.org/0000-0002-1055-6657"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hajishirzi, Hannaneh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5081462507","display_name":"Yanai Elazar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elazar, Yanai","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"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":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":84},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12854","display_name":"Neurology and Historical Studies","score":0.8831,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12854","display_name":"Neurology and Historical Studies","score":0.8831,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11999","display_name":"Empathy and Medical Education","score":0.8247,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C126388530","wikidata":"https://www.wikidata.org/wiki/Q1131737","display_name":"Imitation","level":2,"score":0.6078291},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.4024286},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.374322},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35279626},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.34154028},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.17092532}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.15002","pdf_url":"http://arxiv.org/pdf/2410.15002","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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.15002","pdf_url":"http://arxiv.org/pdf/2410.15002","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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Text-to-image":[0],"models":[1,25,142,167,184],"are":[2],"trained":[3,99,170],"using":[4],"large":[5],"datasets":[6,16,28],"collected":[7],"by":[8],"scraping":[9],"image-text":[10],"pairs":[11],"from":[12,143],"the":[13,69,76,80,92,108,120,131,136,179,187,194,197,232,239],"internet.":[14],"These":[15],"often":[17],"include":[18],"private,":[19],"copyrighted,":[20],"and":[21,42,79,124,153,163,196,211,227,234,238],"licensed":[22],"material.":[23],"Training":[24],"on":[26,100,171,193],"such":[27,35],"enables":[29],"them":[30],"to":[31,60,85,90,103,223],"generate":[32],"images":[33,53],"with":[34,54,147,225],"content,":[36],"which":[37,95,158,168],"might":[38],"violate":[39],"copyright":[40,208,226],"laws":[41],"individual":[43],"privacy.":[44],"This":[45],"phenomenon":[46],"is":[47,185,242],"termed":[48],"imitation":[49,109,132,180,200],"--":[50,107,150,156],"generation":[51],"of":[52,82,139,182,189],"content":[55],"that":[56,129,178,221],"has":[57],"recognizable":[58],"similarity":[59],"its":[61],"training":[62,77,140],"images.":[63],"In":[64],"this":[65,113],"work":[66],"we":[67,159],"study":[68],"relationship":[70],"between":[71],"a":[72,83,96,105,116,214],"concept's":[73],"frequency":[74],"in":[75,186],"dataset":[78],"ability":[81],"model":[84,97,219],"imitate":[86,104],"it.":[87],"We":[88,111,145,230],"seek":[89],"determine":[91],"point":[93],"at":[94,236,244],"was":[98],"enough":[101],"instances":[102],"concept":[106],"threshold.":[110],"posit":[112],"question":[114],"as":[115,213],"new":[117],"problem:":[118],"Finding":[119],"Imitation":[121],"Threshold":[122],"(FIT)":[123],"propose":[125],"an":[126,204],"efficient":[127],"approach":[128],"estimates":[130],"threshold":[133,181,201],"without":[134],"incurring":[135],"colossal":[137],"cost":[138],"multiple":[141],"scratch.":[144],"experiment":[146],"two":[148,172],"domains":[149],"human":[151],"faces":[152],"art":[154],"styles":[155],"for":[157,207,217],"create":[160],"four":[161],"datasets,":[162],"evaluate":[164],"three":[165],"text-to-image":[166,218],"were":[169],"pretraining":[173],"datasets.":[174],"Our":[175],"results":[176],"reveal":[177],"these":[183],"range":[188],"200-600":[190],"images,":[191],"depending":[192],"domain":[195],"model.":[198],"The":[199],"can":[202],"provide":[203],"empirical":[205],"basis":[206],"violation":[209],"claims":[210],"acts":[212],"guiding":[215],"principle":[216],"developers":[220],"aim":[222],"comply":[224],"privacy":[228],"laws.":[229],"release":[231],"code":[233],"data":[235],"\\url{https://github.com/vsahil/MIMETIC-2.git}":[237],"project's":[240],"website":[241],"hosted":[243],"\\url{https://how-many-van-goghs-does-it-take.github.io}.":[245]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4404088282","counts_by_year":[],"updated_date":"2024-12-07T03:55:13.613507","created_date":"2024-11-06"}