{"id":"https://openalex.org/W4385682474","doi":"https://doi.org/10.1145/3581783.3612191","title":"Guided Image Synthesis via Initial Image Editing in Diffusion Model","display_name":"Guided Image Synthesis via Initial Image Editing in Diffusion Model","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4385682474","doi":"https://doi.org/10.1145/3581783.3612191"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612191","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"preprint","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/A5065481742","display_name":"Jiafeng Mao","orcid":"https://orcid.org/0009-0003-0907-7522"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jiafeng Mao","raw_affiliation_strings":["The University of Tokyo, Bunkyo-ku, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Bunkyo-ku, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000184834","display_name":"Xueting Wang","orcid":"https://orcid.org/0000-0002-1009-1095"},"institutions":[{"id":"https://openalex.org/I4210089607","display_name":"CyberAgent (Japan)","ror":"https://ror.org/0060jg679","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210089607"]},{"id":"https://openalex.org/I4210136457","display_name":"Shibuya (Japan)","ror":"https://ror.org/03t1ztz45","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210136457"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xueting Wang","raw_affiliation_strings":["CyberAgent, Inc., Shibuya-ku, Tokyo , Japan"],"affiliations":[{"raw_affiliation_string":"CyberAgent, Inc., Shibuya-ku, Tokyo , Japan","institution_ids":["https://openalex.org/I4210089607","https://openalex.org/I4210136457"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069982192","display_name":"Kiyoharu Aizawa","orcid":"https://orcid.org/0000-0003-2146-6275"},"institutions":[{"id":"https://openalex.org/I153327471","display_name":"Bunkyo University","ror":"https://ror.org/053h75930","country_code":"JP","type":"education","lineage":["https://openalex.org/I153327471"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kiyoharu Aizawa","raw_affiliation_strings":["The University of Tokyo, Bunkyo-ku, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Bunkyo-ku, Japan","institution_ids":["https://openalex.org/I153327471","https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065481742"],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":3.6837,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94707667,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"5321","last_page":"5329"},"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":0.9991999864578247,"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":0.9991999864578247,"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":0.9976000189781189,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9916999936103821,"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":0.741747260093689},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7199931144714355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7040536403656006},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6780569553375244},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6013217568397522},{"id":"https://openalex.org/keywords/anisotropic-diffusion","display_name":"Anisotropic diffusion","score":0.5815426111221313},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5445317625999451},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5350348353385925},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5311364531517029},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.4997856616973877},{"id":"https://openalex.org/keywords/non-local-means","display_name":"Non-local means","score":0.44385865330696106},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4316684305667877},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4183153510093689},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4151461124420166},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.37189486622810364},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3238130509853363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16968250274658203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741747260093689},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7199931144714355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7040536403656006},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6780569553375244},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6013217568397522},{"id":"https://openalex.org/C203504353","wikidata":"https://www.wikidata.org/wiki/Q4765461","display_name":"Anisotropic diffusion","level":3,"score":0.5815426111221313},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5445317625999451},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5350348353385925},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5311364531517029},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.4997856616973877},{"id":"https://openalex.org/C101453961","wikidata":"https://www.wikidata.org/wiki/Q7048948","display_name":"Non-local means","level":4,"score":0.44385865330696106},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4316684305667877},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4183153510093689},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4151461124420166},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.37189486622810364},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3238130509853363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16968250274658203},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581783.3612191","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7077863721","display_name":null,"funder_award_id":"JPMJMI21H1","funder_id":"https://openalex.org/F4320338243","funder_display_name":"JST-Mirai Program"}],"funders":[{"id":"https://openalex.org/F4320338243","display_name":"JST-Mirai Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W3036167779","https://openalex.org/W3162926177","https://openalex.org/W3165647589","https://openalex.org/W4225673071","https://openalex.org/W4300424419","https://openalex.org/W4312824283","https://openalex.org/W4312933868","https://openalex.org/W6608998752","https://openalex.org/W6779823529","https://openalex.org/W6795288823"],"related_works":["https://openalex.org/W2317217463","https://openalex.org/W2623677214","https://openalex.org/W2752697732","https://openalex.org/W2366833166","https://openalex.org/W2891946237","https://openalex.org/W2048492504","https://openalex.org/W2098237619","https://openalex.org/W2009921966","https://openalex.org/W2080558231","https://openalex.org/W2245664997"],"abstract_inverted_index":{"Diffusion":[0],"models":[1],"have":[2,65],"the":[3,24,31,41,46,61,80,92,96,100,118,159,169],"ability":[4],"to":[5,44,141,145],"generate":[6,142],"high":[7],"quality":[8],"images":[9,64],"by":[10,127],"denoising":[11,32],"pure":[12],"Gaussian":[13],"noise":[14,43],"images.":[15],"While":[16],"previous":[17],"research":[18],"has":[19],"primarily":[20,125],"focused":[21],"on":[22,51],"improving":[23],"control":[25,45],"of":[26,39,58,91,99,121,163],"image":[27,94,102,165],"generation":[28,119],"through":[29],"adjusting":[30],"process,":[33],"we":[34,54,85,115],"propose":[35],"a":[36,66,89,139],"novel":[37],"direction":[38],"manipulating":[40],"initial":[42,62,93,164],"generated":[47,81,101,170],"image.":[48,82,171],"Through":[49],"experiments":[50],"stable":[52],"diffusion,":[53],"show":[55,86],"that":[56,73,87,117],"blocks":[57,76,123,137],"pixels":[59],"in":[60,153,167],"latent":[63],"preference":[67],"for":[68,111],"generating":[69],"specific":[70],"content,":[71],"and":[72,161],"modifying":[74,88],"these":[75],"can":[77],"significantly":[78],"influence":[79],"In":[83],"particular,":[84],"part":[90],"affects":[95],"corresponding":[97],"region":[98],"while":[103],"leaving":[104],"other":[105],"regions":[106],"unaffected,":[107],"which":[108],"is":[109],"useful":[110],"repainting":[112],"tasks.":[113],"Furthermore,":[114],"find":[116],"preferences":[120],"pixel":[122,136],"are":[124],"determined":[126],"their":[128,132],"values,":[129],"rather":[130],"than":[131],"position.":[133],"By":[134],"moving":[135],"with":[138],"tendency":[140],"user-desired":[143],"content":[144],"user-specified":[146],"regions,":[147],"our":[148],"approach":[149],"achieves":[150],"state-of-the-art":[151],"performance":[152],"layout-to-image":[154],"generation.":[155],"Our":[156],"results":[157],"highlight":[158],"flexibility":[160],"power":[162],"manipulation":[166],"controlling":[168]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":18}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
