{"id":"https://openalex.org/W4407450948","doi":"https://doi.org/10.1109/tpami.2025.3541625","title":"Diffusion Model-Based Image Editing: A Survey","display_name":"Diffusion Model-Based Image Editing: A Survey","publication_year":2025,"publication_date":"2025-02-13","ids":{"openalex":"https://openalex.org/W4407450948","doi":"https://doi.org/10.1109/tpami.2025.3541625","pmid":"https://pubmed.ncbi.nlm.nih.gov/40031849"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2025.3541625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3541625","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100741266","display_name":"Yi Huang","orcid":"https://orcid.org/0000-0002-8443-6877"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Huang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-8443-6877","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018173125","display_name":"Jiancheng Huang","orcid":"https://orcid.org/0000-0003-2826-9231"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiancheng Huang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2826-9231","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092112375","display_name":"Yifan Liu","orcid":"https://orcid.org/0009-0003-0187-8544"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Liu","raw_affiliation_strings":["Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0003-0187-8544","affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001434453","display_name":"Mingfu Yan","orcid":"https://orcid.org/0009-0000-4820-0704"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingfu Yan","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0000-4820-0704","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056246343","display_name":"Jiaxi Lv","orcid":"https://orcid.org/0009-0002-2110-3554"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxi Lv","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0002-2110-3554","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039205892","display_name":"Jianzhuang Liu","orcid":"https://orcid.org/0000-0002-7960-9382"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhuang Liu","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7960-9382","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Xiong","raw_affiliation_strings":["NVIDIA, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420133","display_name":"He Zhang","orcid":"https://orcid.org/0000-0002-7036-6820"},"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":"He Zhang","raw_affiliation_strings":["Adobe Inc, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7036-6820","affiliations":[{"raw_affiliation_string":"Adobe Inc, San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103187717","display_name":"Liangliang Cao","orcid":"https://orcid.org/0000-0003-0900-1512"},"institutions":[{"id":"https://openalex.org/I4210153776","display_name":"Apple (United States)","ror":"https://ror.org/059hsda18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210153776"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liangliang Cao","raw_affiliation_strings":["Apple Inc, Cupertino, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Apple Inc, Cupertino, CA, USA","institution_ids":["https://openalex.org/I4210153776"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019433605","display_name":"Shifeng Chen","orcid":"https://orcid.org/0000-0003-0677-7358"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shifeng Chen","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0677-7358","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":68.8182,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.99958598,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"47","issue":"6","first_page":"4409","last_page":"4437"},"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":0.9968000054359436,"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":0.9968000054359436,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9951000213623047,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9800999760627747,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6697824001312256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5562602281570435},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5084890127182007},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.452846884727478},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44882988929748535},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4261326789855957},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41100814938545227},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.40214836597442627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6697824001312256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5562602281570435},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5084890127182007},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.452846884727478},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44882988929748535},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4261326789855957},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41100814938545227},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.40214836597442627},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2025.3541625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3541625","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:40031849","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40031849","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6770478193","display_name":null,"funder_award_id":"JSGG20220831105002004","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"}],"funders":[{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":393,"referenced_works":["https://openalex.org/W967544008","https://openalex.org/W1505878979","https://openalex.org/W1861492603","https://openalex.org/W1959608418","https://openalex.org/W2013035813","https://openalex.org/W2125389028","https://openalex.org/W2521028896","https://openalex.org/W2752796333","https://openalex.org/W2808122338","https://openalex.org/W2883309205","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963163009","https://openalex.org/W2963518342","https://openalex.org/W2964050021","https://openalex.org/W2991079364","https://openalex.org/W3004970274","https://openalex.org/W3034431451","https://openalex.org/W3034600949","https://openalex.org/W3035355202","https://openalex.org/W3105109286","https://openalex.org/W3153469116","https://openalex.org/W3153819643","https://openalex.org/W3155072588","https://openalex.org/W3155584966","https://openalex.org/W3164455552","https://openalex.org/W3168867926","https://openalex.org/W3175528029","https://openalex.org/W3175714707","https://openalex.org/W3180355996","https://openalex.org/W3191805365","https://openalex.org/W3199003182","https://openalex.org/W3204170321","https://openalex.org/W3212516020","https://openalex.org/W3216352822","https://openalex.org/W3217030260","https://openalex.org/W4214926101","https://openalex.org/W4224035735","https://openalex.org/W4226014430","https://openalex.org/W4281656004","https://openalex.org/W4285598072","https://openalex.org/W4286611278","https://openalex.org/W4286850199","https://openalex.org/W4288099256","https://openalex.org/W4292754606","https://openalex.org/W4303440777","https://openalex.org/W4306809142","https://openalex.org/W4307316328","https://openalex.org/W4308163867","https://openalex.org/W4309201720","https://openalex.org/W4309800375","https://openalex.org/W4310827167","https://openalex.org/W4311431699","https://openalex.org/W4312388283","https://openalex.org/W4312420092","https://openalex.org/W4312424618","https://openalex.org/W4312497550","https://openalex.org/W4312740349","https://openalex.org/W4312911498","https://openalex.org/W4312933868","https://openalex.org/W4317496742","https://openalex.org/W4319300158","https://openalex.org/W4321276323","https://openalex.org/W4321854185","https://openalex.org/W4327989874","https://openalex.org/W4327992924","https://openalex.org/W4360884927","https://openalex.org/W4361192991","https://openalex.org/W4361230700","https://openalex.org/W4362598082","https://openalex.org/W4362707108","https://openalex.org/W4364384873","https://openalex.org/W4366196888","https://openalex.org/W4366456807","https://openalex.org/W4366563802","https://openalex.org/W4375959267","https://openalex.org/W4376865048","https://openalex.org/W4377164421","https://openalex.org/W4377695098","https://openalex.org/W4377864980","https://openalex.org/W4378473858","https://openalex.org/W4378499275","https://openalex.org/W4378505328","https://openalex.org/W4378771030","https://openalex.org/W4378771069","https://openalex.org/W4378771720","https://openalex.org/W4379251982","https://openalex.org/W4379260519","https://openalex.org/W4379261331","https://openalex.org/W4379539917","https://openalex.org/W4379933493","https://openalex.org/W4380994596","https://openalex.org/W4381252599","https://openalex.org/W4381253588","https://openalex.org/W4382240002","https://openalex.org/W4382372079","https://openalex.org/W4383174279","https://openalex.org/W4383472654","https://openalex.org/W4383473992","https://openalex.org/W4384918448","https://openalex.org/W4385271134","https://openalex.org/W4385271281","https://openalex.org/W4385338505","https://openalex.org/W4385527149","https://openalex.org/W4385535331","https://openalex.org/W4385535562","https://openalex.org/W4385571093","https://openalex.org/W4385572634","https://openalex.org/W4385800876","https://openalex.org/W4385848606","https://openalex.org/W4385848774","https://openalex.org/W4385963858","https://openalex.org/W4386043787","https://openalex.org/W4386057725","https://openalex.org/W4386066096","https://openalex.org/W4386066263","https://openalex.org/W4386066462","https://openalex.org/W4386066464","https://openalex.org/W4386066536","https://openalex.org/W4386071604","https://openalex.org/W4386071613","https://openalex.org/W4386071707","https://openalex.org/W4386071831","https://openalex.org/W4386071957","https://openalex.org/W4386072096","https://openalex.org/W4386072256","https://openalex.org/W4386075490","https://openalex.org/W4386075528","https://openalex.org/W4386075533","https://openalex.org/W4386075631","https://openalex.org/W4386075858","https://openalex.org/W4386075993","https://openalex.org/W4386076027","https://openalex.org/W4386076215","https://openalex.org/W4386076273","https://openalex.org/W4386076368","https://openalex.org/W4386076406","https://openalex.org/W4386076425","https://openalex.org/W4386076532","https://openalex.org/W4386083141","https://openalex.org/W4386083151","https://openalex.org/W4386113271","https://openalex.org/W4386172599","https://openalex.org/W4386231401","https://openalex.org/W4386436185","https://openalex.org/W4386621525","https://openalex.org/W4386908010","https://openalex.org/W4387164994","https://openalex.org/W4387195417","https://openalex.org/W4387294143","https://openalex.org/W4387389729","https://openalex.org/W4387390184","https://openalex.org/W4387596111","https://openalex.org/W4387804742","https://openalex.org/W4387968172","https://openalex.org/W4387969112","https://openalex.org/W4388327633","https://openalex.org/W4388551650","https://openalex.org/W4388994505","https://openalex.org/W4389115686","https://openalex.org/W4389362515","https://openalex.org/W4389471457","https://openalex.org/W4389500703","https://openalex.org/W4389520472","https://openalex.org/W4389713824","https://openalex.org/W4390091638","https://openalex.org/W4390137190","https://openalex.org/W4390143815","https://openalex.org/W4390692030","https://openalex.org/W4390872325","https://openalex.org/W4390872477","https://openalex.org/W4390872583","https://openalex.org/W4390872636","https://openalex.org/W4390872681","https://openalex.org/W4390872725","https://openalex.org/W4390873054","https://openalex.org/W4390873120","https://openalex.org/W4390873135","https://openalex.org/W4390873195","https://openalex.org/W4390873260","https://openalex.org/W4390873319","https://openalex.org/W4390873489","https://openalex.org/W4390873689","https://openalex.org/W4390874089","https://openalex.org/W4390874265","https://openalex.org/W4390874314","https://openalex.org/W4390874393","https://openalex.org/W4390874566","https://openalex.org/W4390874575","https://openalex.org/W4390874580","https://openalex.org/W4390956343","https://openalex.org/W4391468387","https://openalex.org/W4391547658","https://openalex.org/W4391770552","https://openalex.org/W4391987806","https://openalex.org/W4392016246","https://openalex.org/W4392909763","https://openalex.org/W4393148714","https://openalex.org/W4393150169","https://openalex.org/W4393159973","https://openalex.org/W4393160345","https://openalex.org/W4394593215","https://openalex.org/W4394596511","https://openalex.org/W4394596927","https://openalex.org/W4394597120","https://openalex.org/W4394597158","https://openalex.org/W4394597404","https://openalex.org/W4394597626","https://openalex.org/W4394597991","https://openalex.org/W4394656839","https://openalex.org/W4396512602","https://openalex.org/W4396623702","https://openalex.org/W4399655950","https://openalex.org/W4400524387","https://openalex.org/W4401203207","https://openalex.org/W4402582789","https://openalex.org/W4402715857","https://openalex.org/W4402716223","https://openalex.org/W4402727040","https://openalex.org/W4402727368","https://openalex.org/W4402727570","https://openalex.org/W4402727613","https://openalex.org/W4402727650","https://openalex.org/W4402727781","https://openalex.org/W4402727797","https://openalex.org/W4402727807","https://openalex.org/W4402727926","https://openalex.org/W4402753379","https://openalex.org/W4402753539","https://openalex.org/W4402753775","https://openalex.org/W4402753778","https://openalex.org/W4402753860","https://openalex.org/W4402753935","https://openalex.org/W4402753991","https://openalex.org/W4402754148","https://openalex.org/W4402772409","https://openalex.org/W4402774219","https://openalex.org/W4402781400","https://openalex.org/W4402816858","https://openalex.org/W4402917185","https://openalex.org/W4402917193","https://openalex.org/W4402997546","https://openalex.org/W4403244179","https://openalex.org/W4403716358","https://openalex.org/W4403757510","https://openalex.org/W4403770038","https://openalex.org/W4403791567","https://openalex.org/W4403791610","https://openalex.org/W4403863649","https://openalex.org/W4403906510","https://openalex.org/W4403906558","https://openalex.org/W4404024902","https://openalex.org/W4404533930","https://openalex.org/W4405231301","https://openalex.org/W4405695475","https://openalex.org/W4405880611","https://openalex.org/W4409262782","https://openalex.org/W4409434936","https://openalex.org/W6610566761","https://openalex.org/W6625168331","https://openalex.org/W6640963894","https://openalex.org/W6678815747","https://openalex.org/W6679045638","https://openalex.org/W6727501944","https://openalex.org/W6738536549","https://openalex.org/W6745560452","https://openalex.org/W6755312952","https://openalex.org/W6765775151","https://openalex.org/W6765779288","https://openalex.org/W6778883912","https://openalex.org/W6778946027","https://openalex.org/W6779823529","https://openalex.org/W6783713337","https://openalex.org/W6786375611","https://openalex.org/W6788990321","https://openalex.org/W6790978476","https://openalex.org/W6791353385","https://openalex.org/W6793883596","https://openalex.org/W6795288823","https://openalex.org/W6796581206","https://openalex.org/W6797359156","https://openalex.org/W6799880410","https://openalex.org/W6804811285","https://openalex.org/W6809646742","https://openalex.org/W6809665764","https://openalex.org/W6809884996","https://openalex.org/W6809885388","https://openalex.org/W6809940947","https://openalex.org/W6810093873","https://openalex.org/W6810624192","https://openalex.org/W6810793953","https://openalex.org/W6810940779","https://openalex.org/W6811013733","https://openalex.org/W6838327568","https://openalex.org/W6838452192","https://openalex.org/W6838550197","https://openalex.org/W6838639034","https://openalex.org/W6839052650","https://openalex.org/W6839916579","https://openalex.org/W6840815571","https://openalex.org/W6841188642","https://openalex.org/W6841366371","https://openalex.org/W6841755765","https://openalex.org/W6842166005","https://openalex.org/W6844305113","https://openalex.org/W6844364769","https://openalex.org/W6845281891","https://openalex.org/W6845433216","https://openalex.org/W6846344700","https://openalex.org/W6846465520","https://openalex.org/W6846525883","https://openalex.org/W6846547581","https://openalex.org/W6846588928","https://openalex.org/W6846655393","https://openalex.org/W6846820273","https://openalex.org/W6847118160","https://openalex.org/W6847519467","https://openalex.org/W6848806996","https://openalex.org/W6849177959","https://openalex.org/W6849574363","https://openalex.org/W6849594018","https://openalex.org/W6849599665","https://openalex.org/W6850056340","https://openalex.org/W6850108851","https://openalex.org/W6850576684","https://openalex.org/W6850614898","https://openalex.org/W6850730256","https://openalex.org/W6850828215","https://openalex.org/W6850995708","https://openalex.org/W6851265877","https://openalex.org/W6851513319","https://openalex.org/W6851592950","https://openalex.org/W6851617429","https://openalex.org/W6851869804","https://openalex.org/W6851932778","https://openalex.org/W6851972558","https://openalex.org/W6852041589","https://openalex.org/W6852305316","https://openalex.org/W6852384352","https://openalex.org/W6852432556","https://openalex.org/W6852490990","https://openalex.org/W6852520045","https://openalex.org/W6852746294","https://openalex.org/W6852847209","https://openalex.org/W6852912373","https://openalex.org/W6852950521","https://openalex.org/W6852985244","https://openalex.org/W6853067783","https://openalex.org/W6853182488","https://openalex.org/W6853224609","https://openalex.org/W6853229210","https://openalex.org/W6853285550","https://openalex.org/W6853332882","https://openalex.org/W6853395547","https://openalex.org/W6853459617","https://openalex.org/W6853490582","https://openalex.org/W6853597266","https://openalex.org/W6853782903","https://openalex.org/W6854032525","https://openalex.org/W6854226172","https://openalex.org/W6854511533","https://openalex.org/W6854866820","https://openalex.org/W6855459923","https://openalex.org/W6855677731","https://openalex.org/W6855771293","https://openalex.org/W6855856391","https://openalex.org/W6855994602","https://openalex.org/W6856100209","https://openalex.org/W6856810357","https://openalex.org/W6856835077","https://openalex.org/W6856858123","https://openalex.org/W6857110061","https://openalex.org/W6857140470","https://openalex.org/W6857169455","https://openalex.org/W6857469533","https://openalex.org/W6857752707","https://openalex.org/W6857764929","https://openalex.org/W6858073453","https://openalex.org/W6858199107","https://openalex.org/W6858865347","https://openalex.org/W6859125825","https://openalex.org/W6859496013","https://openalex.org/W6859776710","https://openalex.org/W6860255691","https://openalex.org/W6860273293","https://openalex.org/W6860740573","https://openalex.org/W6864565647","https://openalex.org/W6866700276","https://openalex.org/W6868784229","https://openalex.org/W6870896445","https://openalex.org/W6929529461"],"related_works":["https://openalex.org/W4319453795","https://openalex.org/W4205104112","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","https://openalex.org/W3015353979"],"abstract_inverted_index":{"Denoising":[0],"diffusion":[1,67],"models":[2,68],"have":[3],"emerged":[4],"as":[5],"a":[6,52,84,134,152],"powerful":[7],"tool":[8],"for":[9,69,172],"various":[10],"image":[11,70,118,147],"generation":[12],"and":[13,75,87,100,120,122,128,167],"editing":[14,105,148],"tasks,":[15],"facilitating":[16],"the":[17,37,79,101,143],"synthesis":[18],"of":[19,39,63,89,103,137,145],"visual":[20],"content":[21],"in":[22,78],"an":[23,60,157],"unconditional":[24],"or":[25],"input-conditional":[26],"manner.":[27],"The":[28],"core":[29],"idea":[30],"behind":[31],"them":[32,46],"is":[33],"learning":[34,96],"to":[35,43,47,117],"reverse":[36],"process":[38],"gradually":[40],"adding":[41],"noise":[42],"images,":[44],"allowing":[45],"generate":[48],"high-quality":[49],"samples":[50],"from":[51,92],"complex":[53],"distribution.":[54],"In":[55,111],"this":[56],"survey,":[57],"we":[58,113,150,163],"provide":[59],"exhaustive":[61],"overview":[62],"existing":[64],"methods":[65],"using":[66],"editing,":[71],"covering":[72],"both":[73,124],"theoretical":[74],"practical":[76],"aspects":[77],"field.":[80],"We":[81],"delve":[82],"into":[83],"thorough":[85],"analysis":[86,136],"categorization":[88],"these":[90],"works":[91],"multiple":[93],"perspectives,":[94],"including":[95],"strategies,":[97],"user-input":[98],"conditions,":[99],"array":[102],"specific":[104],"tasks":[106],"that":[107],"can":[108],"be":[109],"accomplished.":[110],"addition,":[112],"pay":[114],"special":[115],"attention":[116],"inpainting":[119],"outpainting,":[121],"explore":[123],"earlier":[125],"traditional":[126],"context-driven":[127],"current":[129,165],"multimodal":[130],"conditional":[131],"methods,":[132],"offering":[133],"comprehensive":[135],"their":[138],"methodologies.":[139],"To":[140],"further":[141],"evaluate":[142],"performance":[144],"text-guided":[146],"algorithms,":[149],"propose":[151],"systematic":[153],"benchmark,":[154],"EditEval,":[155],"featuring":[156],"innovative":[158],"metric,":[159],"LMM":[160],"Score.":[161],"Finally,":[162],"address":[164],"limitations":[166],"envision":[168],"some":[169],"potential":[170],"directions":[171],"future":[173],"research.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":35},{"year":2025,"cited_by_count":43},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}