{"id":"https://openalex.org/W4413146438","doi":"https://doi.org/10.1109/cvpr52734.2025.02189","title":"ACE: Anti-Editing Concept Erasure in Text-to-Image Models","display_name":"ACE: Anti-Editing Concept Erasure in Text-to-Image Models","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4413146438","doi":"https://doi.org/10.1109/cvpr52734.2025.02189"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52734.2025.02189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.02189","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100413090","display_name":"Zihao Wang","orcid":"https://orcid.org/0000-0002-5613-3262"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihao Wang","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035324352","display_name":"Yuxiang Wei","orcid":"https://orcid.org/0000-0001-6552-8912"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Wei","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373560","display_name":"Fan Li","orcid":"https://orcid.org/0000-0002-2348-4488"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Fan Li","raw_affiliation_strings":["Huawei Noah’s Ark Lab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Noah’s Ark Lab","institution_ids":["https://openalex.org/I4210159102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102960782","display_name":"Renjing Pei","orcid":"https://orcid.org/0000-0001-7513-6576"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Renjing Pei","raw_affiliation_strings":["Huawei Noah’s Ark Lab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Noah’s Ark Lab","institution_ids":["https://openalex.org/I4210159102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030497493","display_name":"Songcen Xu","orcid":"https://orcid.org/0000-0002-0022-0906"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hang Xu","raw_affiliation_strings":["Huawei Noah’s Ark Lab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Noah’s Ark Lab","institution_ids":["https://openalex.org/I4210159102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100636655","display_name":"Wangmeng Zuo","orcid":"https://orcid.org/0000-0002-3330-783X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangmeng Zuo","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"23505","last_page":"23515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13999","display_name":"Digital Rights Management and Security","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13999","display_name":"Digital Rights Management and Security","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7513049840927124},{"id":"https://openalex.org/keywords/erasure","display_name":"Erasure","score":0.7290756106376648},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.5365645289421082},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41162052750587463},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3803803622722626},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36404532194137573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35123956203460693},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32123541831970215},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.25362297892570496}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7513049840927124},{"id":"https://openalex.org/C2778790127","wikidata":"https://www.wikidata.org/wiki/Q484885","display_name":"Erasure","level":2,"score":0.7290756106376648},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.5365645289421082},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41162052750587463},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3803803622722626},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36404532194137573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35123956203460693},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32123541831970215},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25362297892570496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr52734.2025.02189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.02189","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4319453795","https://openalex.org/W4205104112","https://openalex.org/W4406093040","https://openalex.org/W4406058807","https://openalex.org/W1974870326","https://openalex.org/W2770776392","https://openalex.org/W3176454756","https://openalex.org/W2772330423","https://openalex.org/W3163523050","https://openalex.org/W3006381446"],"abstract_inverted_index":{"Recent":[0],"advance":[1],"in":[2,36,49,158],"text-to-image":[3],"diffusion":[4],"models":[5],"have":[6],"significantly":[7],"facilitated":[8],"the":[9,19,38,69,86,93,98,103,124,147],"generation":[10,73],"of":[11,22,40,105,126,161],"high-quality":[12],"images,":[13],"but":[14,45,74],"also":[15,75],"raising":[16],"concerns":[17],"about":[18],"illegal":[20],"creation":[21,104],"harmful":[23],"content,":[24],"such":[25],"as":[26],"copyrighted":[27],"images.":[28],"Existing":[29],"concept":[30,42,71],"erasure":[31,87,106,131],"methods":[32,137],"achieve":[33],"superior":[34],"results":[35,148],"preventing":[37,50],"production":[39],"erased":[41],"from":[43],"prompts,":[44],"typically":[46],"perform":[47],"poorly":[48],"undesired":[51],"editing.":[52,80],"To":[53],"address":[54,123],"this":[55],"issue,":[56],"we":[57,82],"propose":[58,83],"an":[59],"Anti-Editing":[60],"Concept":[61],"Erasure":[62],"(ACE)":[63],"method,":[64],"which":[65],"not":[66],"only":[67],"erases":[68],"target":[70,156],"during":[72,79,108,120],"filters":[76,154],"out":[77,155],"it":[78],"Specifically,":[81],"to":[84,100,122,142],"inject":[85],"guidance":[88,117],"into":[89],"both":[90,109,159],"conditional":[91],"and":[92,111,140,146,169],"unconditional":[94],"noise":[95],"prediction,":[96],"enabling":[97],"model":[99],"effectively":[101,153],"prevent":[102],"concepts":[107,157,168],"editing":[110,132,136],"generation.":[112],"Furthermore,":[113],"a":[114],"stochastic":[115],"correction":[116],"is":[118],"introduced":[119],"training":[121],"erosion":[125],"unrelated":[127],"concepts.":[128],"We":[129],"conducted":[130],"experiments":[133,164],"with":[134],"representative":[135],"(i.e.,":[138],"LEDITS++":[139],"MasaCtrl)":[141],"erase":[143],"IP":[144],"characters,":[145],"indicate":[149],"that":[150,174],"our":[151,175],"ACE":[152,176],"types":[160],"edits.":[162],"Additional":[163],"on":[165],"erasing":[166],"explicit":[167],"artistic":[170],"styles":[171],"further":[172],"demonstrate":[173],"performs":[177],"favorably":[178],"against":[179],"state-of-the-art":[180],"methods.":[181],"Our":[182],"code":[183],"will":[184],"be":[185],"publicly":[186],"available":[187],"at":[188],"https://github.com/120L020904/ACE.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}