{"id":"https://openalex.org/W4408589729","doi":"https://doi.org/10.1145/3724398","title":"Cross-Domain Semantic Transfer for Domain Generalization","display_name":"Cross-Domain Semantic Transfer for Domain Generalization","publication_year":2025,"publication_date":"2025-03-19","ids":{"openalex":"https://openalex.org/W4408589729","doi":"https://doi.org/10.1145/3724398"},"language":"en","primary_location":{"id":"doi:10.1145/3724398","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3724398","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3724398","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3724398","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yan Wang","orcid":"https://orcid.org/0009-0004-4514-4187"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China, Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China, and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, China, Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China, and Chongqing School, University of Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0009-0004-4514-4187","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China, Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China, and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","institution_ids":["https://openalex.org/I4210123021"]},{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, China, Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China, and Chongqing School, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I10535382","https://openalex.org/I4210123021","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064190343","display_name":"Hong Xie","orcid":"https://orcid.org/0000-0001-7935-7210"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Xie","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Computer Science and Technology, University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0001-7935-7210","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinyang He","orcid":"https://orcid.org/0009-0002-1628-0337"},"institutions":[{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyang He","raw_affiliation_strings":["Chongqing Key Laboratory of Edge Intelligent Computing, Chinese Academy of Sciences Chongqing Institute of Green and Intelligent Technology, Chongqing, ChinaChongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China and Chongqing School, University of Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0009-0002-1628-0337","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Edge Intelligent Computing, Chinese Academy of Sciences Chongqing Institute of Green and Intelligent Technology, Chongqing, ChinaChongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","institution_ids":["https://openalex.org/I4210123021"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China and Chongqing School, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210123021","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100662669","display_name":"Xiaoyu Shi","orcid":"https://orcid.org/0000-0002-4267-7795"},"institutions":[{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Shi","raw_affiliation_strings":["Chongqing Key Laboratory of Edge Intelligent Computing, Chinese Academy of Sciences Chongqing Institute of Green and Intelligent Technology, Chongqing, ChinaChongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China and Chongqing School, University of Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0002-4267-7795","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Edge Intelligent Computing, Chinese Academy of Sciences Chongqing Institute of Green and Intelligent Technology, Chongqing, ChinaChongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","institution_ids":["https://openalex.org/I4210123021"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China and Chongqing School, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210123021","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091667639","display_name":"Mingsheng Shang","orcid":"https://orcid.org/0000-0002-7024-2270"},"institutions":[{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingsheng Shang","raw_affiliation_strings":["Chongqing Key Laboratory of Edge Intelligent Computing, Chinese Academy of Sciences Chongqing Institute of Green and Intelligent Technology, Chongqing, ChinaChongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China and Chongqing School, University of Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0002-7024-2270","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Edge Intelligent Computing, Chinese Academy of Sciences Chongqing Institute of Green and Intelligent Technology, Chongqing, ChinaChongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China and Chongqing School, University of Chinese Academy of Sciences, Chongqing, China","institution_ids":["https://openalex.org/I4210123021"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Edge Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China and Chongqing School, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210123021","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6647,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92391509,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"21","issue":"5","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9945999979972839,"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/T10028","display_name":"Topic Modeling","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8986698985099792},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6622136831283569},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6051773428916931},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4561674892902374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40041184425354004},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3609304428100586},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3545389175415039}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8986698985099792},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6622136831283569},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6051773428916931},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4561674892902374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40041184425354004},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3609304428100586},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3545389175415039},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3724398","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3724398","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3724398","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3724398","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3724398","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3724398","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408589729.pdf","grobid_xml":"https://content.openalex.org/works/W4408589729.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1920962657","https://openalex.org/W2603777577","https://openalex.org/W2627183927","https://openalex.org/W2751134959","https://openalex.org/W2763549966","https://openalex.org/W2768783441","https://openalex.org/W2788768841","https://openalex.org/W2798658180","https://openalex.org/W2914911817","https://openalex.org/W2954996726","https://openalex.org/W2963043696","https://openalex.org/W2963625477","https://openalex.org/W2963870144","https://openalex.org/W2964124968","https://openalex.org/W2964268978","https://openalex.org/W2970119729","https://openalex.org/W2981720610","https://openalex.org/W2991855736","https://openalex.org/W2997310315","https://openalex.org/W2998712190","https://openalex.org/W2999928442","https://openalex.org/W3011304563","https://openalex.org/W3045441084","https://openalex.org/W3088222393","https://openalex.org/W3107499124","https://openalex.org/W3126121388","https://openalex.org/W3158299003","https://openalex.org/W3169044395","https://openalex.org/W3170026688","https://openalex.org/W3175215201","https://openalex.org/W3177450132","https://openalex.org/W3201074629","https://openalex.org/W3212280501","https://openalex.org/W3212393975","https://openalex.org/W3214138187","https://openalex.org/W4214611271","https://openalex.org/W4214623175","https://openalex.org/W4297969478","https://openalex.org/W4304098271","https://openalex.org/W4312106989","https://openalex.org/W4312765682","https://openalex.org/W4322753738","https://openalex.org/W4323065032","https://openalex.org/W4362653147","https://openalex.org/W4379742452","https://openalex.org/W4386066238","https://openalex.org/W4386076034","https://openalex.org/W4387398690","https://openalex.org/W4389919300","https://openalex.org/W4391128392","https://openalex.org/W4391854866","https://openalex.org/W4391884336","https://openalex.org/W6637618735"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W2239445980","https://openalex.org/W2080152487","https://openalex.org/W3083152911","https://openalex.org/W3022347918","https://openalex.org/W4200527723"],"abstract_inverted_index":{"Data":[0],"augmentation":[1,24,67],"is":[2,94,115,144],"a":[3,60,73,110,141],"kind":[4],"of":[5,50,76,80,152,167],"mainstream":[6],"domain":[7,36,90],"generalization":[8,48,99],"method":[9],"aimed":[10],"at":[11],"enhancing":[12],"the":[13,30,35,39,47,51,78,103,124,149,153,162,170],"model\u2019s":[14],"ability":[15],"to":[16,27,84,96,117,146,160],"learn":[17],"from":[18,72,102],"out-of-distribution":[19],"data.":[20],"Most":[21],"existing":[22],"data":[23,66,108],"methods":[25],"fail":[26],"simultaneously":[28],"preserve":[29],"semantic":[31,63,81,86,111,120,126,134],"consistency":[32],"and":[33,128,165,174],"ensure":[34,85,107],"diversity":[37,79],"in":[38,46],"augmented":[40,154],"samples,":[41],"which":[42,69],"hinders":[43],"further":[44,147],"improvements":[45],"capacity":[49],"model.":[52],"To":[53,106],"cope":[54],"with":[55],"this":[56],"issue,":[57],"we":[58],"propose":[59],"novel":[61,74],"cross-domain":[62,125],"transfer":[64],"(CDST)-based":[65],"method,":[68],"improves":[70],"generalizability":[71],"perspective":[75],"exploring":[77],"directions.":[82],"Specifically,":[83],"consistency,":[87],"an":[88],"adjacent":[89],"center":[91],"interpolation":[92],"module":[93,114],"proposed":[95,116],"find":[97],"new":[98,119,130,133,137],"centers":[100],"far":[101],"classification":[104],"boundary.":[105],"diversity,":[109],"sample":[112],"reproduction":[113],"synthesize":[118],"directions":[121,135],"by":[122],"transferring":[123],"information":[127],"reproduce":[129],"samples":[131],"along":[132],"around":[136],"feature":[138],"centers.":[139],"Furthermore,":[140],"category-preserving":[142],"regularization":[143],"introduced":[145],"constrain":[148],"category":[150],"invariance":[151],"samples.":[155],"Extensive":[156],"experiments":[157],"are":[158],"implemented":[159],"verify":[161],"superiority,":[163],"effectiveness,":[164],"transferability":[166],"CDST":[168],"on":[169],"Digit-DG,":[171],"PACS,":[172],"VLCS,":[173],"OfficeHome":[175],"datasets.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
