{"id":"https://openalex.org/W3205255264","doi":"https://doi.org/10.1145/3474085.3475633","title":"SalS-GAN","display_name":"SalS-GAN","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W3205255264","doi":"https://doi.org/10.1145/3474085.3475633","mag":"3205255264"},"language":"en","primary_location":{"id":"doi:10.1145/3474085.3475633","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474085.3475633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Multimedia","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/A5100377999","display_name":"Lingyun Zhang","orcid":"https://orcid.org/0009-0007-8597-892X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyun Zhang","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029231049","display_name":"Xiuxiu Bai","orcid":"https://orcid.org/0000-0002-8102-1596"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuxiu Bai","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013025860","display_name":"Yao Gao","orcid":"https://orcid.org/0000-0001-8308-4729"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Gao","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5176","last_page":"5184"},"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":0.9993000030517578,"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":0.9993000030517578,"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":0.9944999814033508,"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":0.9897000193595886,"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/affine-transformation","display_name":"Affine transformation","score":0.7228100895881653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7028293013572693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5018186569213867},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5011773109436035},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.46326592564582825},{"id":"https://openalex.org/keywords/latent-image","display_name":"Latent image","score":0.4365927278995514},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.42531687021255493},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4136901795864105},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40448492765426636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39436495304107666},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3437592387199402},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18928417563438416},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07033675909042358}],"concepts":[{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.7228100895881653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7028293013572693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5018186569213867},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5011773109436035},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.46326592564582825},{"id":"https://openalex.org/C205372313","wikidata":"https://www.wikidata.org/wiki/Q355645","display_name":"Latent image","level":3,"score":0.4365927278995514},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.42531687021255493},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4136901795864105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40448492765426636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39436495304107666},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3437592387199402},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18928417563438416},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07033675909042358},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3474085.3475633","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474085.3475633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1664584457","display_name":null,"funder_award_id":"61802297","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4271892027","display_name":null,"funder_award_id":"2019YFB2102500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2183341477","https://openalex.org/W2593414223","https://openalex.org/W2603777577","https://openalex.org/W2896434438","https://openalex.org/W2953327099","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963105487","https://openalex.org/W2985068832","https://openalex.org/W3034431451","https://openalex.org/W3035355202","https://openalex.org/W3035570181","https://openalex.org/W3035574324","https://openalex.org/W3102061158","https://openalex.org/W3107803166","https://openalex.org/W3109224353","https://openalex.org/W3183931655"],"related_works":["https://openalex.org/W4388229682","https://openalex.org/W2353625790","https://openalex.org/W2480327201","https://openalex.org/W2479205379","https://openalex.org/W3163232587","https://openalex.org/W2009385138","https://openalex.org/W2491430458","https://openalex.org/W2765965840","https://openalex.org/W4312518048","https://openalex.org/W2996769815"],"abstract_inverted_index":{"Many":[0],"GAN":[1,17,105],"inversion":[2,106],"methods":[3,23,55],"have":[4],"emerged":[5],"to":[6,40,59,70,123,138],"embed":[7],"a":[8,26,31,80,88,135,139],"given":[9],"real":[10,19,42,67,76,157],"image":[11,20,52,77,164],"into":[12],"the":[13,50,61,66,75,100,112,121,125,144,153,156,163,173],"latent":[14,27,47,90,94,102,127,147,178],"space":[15,28,39,103,128],"of":[16,30,33,53,116,155,177],"for":[18],"editing.":[21],"These":[22],"usually":[24,57],"use":[25,111],"composed":[29],"series":[32],"one-dimensional":[34,136],"vectors":[35],"as":[36,45,99],"an":[37],"optimization":[38,101],"reconstruct":[41,152],"images":[43],"such":[44],"W+":[46],"space.":[48],"However,":[49],"reconstructed":[51],"these":[54],"is":[56,78,182],"difficult":[58],"maintain":[60],"rich":[62],"detailed":[63],"information":[64],"in":[65,74,104,120],"image.":[68,158],"How":[69],"better":[71,151],"preserve":[72],"details":[73,154],"still":[79],"challenge.":[81],"To":[82],"solve":[83],"this":[84],"problem,":[85],"we":[86,110,149],"propose":[87],"spatially-adaptive":[89,140],"space,":[91,95,148],"called":[92],"SA":[93,126],"and":[96,129],"adopt":[97],"it":[98],"task.":[107],"In":[108],"particular,":[109],"affine":[113,131],"transformation":[114,132],"parameters":[115,133],"each":[117],"convolutional":[118],"layer":[119],"generator":[122],"form":[124],"change":[130],"from":[134],"vector":[137],"three-dimensional":[141],"tensor.":[142],"With":[143],"more":[145],"expressive":[146],"can":[150,167],"Extensive":[159],"experiments":[160],"suggest":[161],"that":[162],"reconstruction":[165],"quality":[166],"be":[168],"significantly":[169],"improved":[170],"while":[171],"maintaining":[172],"semantic":[174],"disentanglement":[175],"ability":[176],"code.":[179],"The":[180],"code":[181],"available":[183],"at":[184],"https://github.com/zhang-lingyun/SalS-GAN.":[185]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2021-10-25T00:00:00"}