{"id":"https://openalex.org/W4389334989","doi":"https://doi.org/10.1145/3618342","title":"ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models","display_name":"ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4389334989","doi":"https://doi.org/10.1145/3618342"},"language":"en","primary_location":{"id":"doi:10.1145/3618342","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3618342","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3618342","source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","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/10.1145/3618342","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100398013","display_name":"Yuxin Zhang","orcid":"https://orcid.org/0000-0001-6433-2678"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Zhang","raw_affiliation_strings":["MAIS, Institute of Automation, CAS, China and School of Artificial Intelligence, UCAS, China"],"raw_orcid":"https://orcid.org/0000-0001-6433-2678","affiliations":[{"raw_affiliation_string":"MAIS, Institute of Automation, CAS, China and School of Artificial Intelligence, UCAS, China","institution_ids":["https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069298091","display_name":"Weiming Dong","orcid":"https://orcid.org/0000-0001-6502-145X"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Dong","raw_affiliation_strings":["MAIS, Institute of Automation, CAS, China and School of Artificial Intelligence, UCAS, China"],"raw_orcid":"https://orcid.org/0000-0001-6502-145X","affiliations":[{"raw_affiliation_string":"MAIS, Institute of Automation, CAS, China and School of Artificial Intelligence, UCAS, China","institution_ids":["https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112699696","display_name":"Fan Tang","orcid":"https://orcid.org/0000-0002-3975-2483"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Tang","raw_affiliation_strings":["Institute of Computing Technology, CAS, China"],"raw_orcid":"https://orcid.org/0000-0002-3975-2483","affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, CAS, China","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081580834","display_name":"Nisha Huang","orcid":"https://orcid.org/0000-0002-1627-6584"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nisha Huang","raw_affiliation_strings":["School of Artificial Intelligence, UCAS, China and MAIS, Institute of Automation, CAS, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, UCAS, China and MAIS, Institute of Automation, CAS, China","institution_ids":["https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101795031","display_name":"Haibin Huang","orcid":"https://orcid.org/0000-0002-7787-6428"},"institutions":[{"id":"https://openalex.org/I4401726859","display_name":"Kuaishou (China)","ror":"https://ror.org/0258as409","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibin Huang","raw_affiliation_strings":["Kuaishou Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-7787-6428","affiliations":[{"raw_affiliation_string":"Kuaishou Technology, China","institution_ids":["https://openalex.org/I4401726859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025046851","display_name":"Chongyang Ma","orcid":"https://orcid.org/0000-0002-8243-9513"},"institutions":[{"id":"https://openalex.org/I4401726859","display_name":"Kuaishou (China)","ror":"https://ror.org/0258as409","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongyang Ma","raw_affiliation_strings":["Kuaishou Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-8243-9513","affiliations":[{"raw_affiliation_string":"Kuaishou Technology, China","institution_ids":["https://openalex.org/I4401726859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050657606","display_name":"Tong\u2010Yee Lee","orcid":"https://orcid.org/0000-0001-6699-2944"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tong-Yee Lee","raw_affiliation_strings":["National Cheng-Kung University, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6699-2944","affiliations":[{"raw_affiliation_string":"National Cheng-Kung University, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036489223","display_name":"Oliver Deu\u00dfen","orcid":"https://orcid.org/0000-0001-5803-2185"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Deussen","raw_affiliation_strings":["University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5803-2185","affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022636178","display_name":"Changsheng Xu","orcid":"https://orcid.org/0000-0001-8343-9665"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Xu","raw_affiliation_strings":["MAIS, Institute of Automation, CAS, China and School of Artificial Intelligence, UCAS, China"],"raw_orcid":"https://orcid.org/0000-0001-8343-9665","affiliations":[{"raw_affiliation_string":"MAIS, Institute of Automation, CAS, China and School of Artificial Intelligence, UCAS, China","institution_ids":["https://openalex.org/I4210112150"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.2809,"has_fulltext":true,"cited_by_count":95,"citation_normalized_percentile":{"value":0.98949634,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"42","issue":"6","first_page":"1","last_page":"14"},"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":0.9814000129699707,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9646000266075134,"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":0.8170058727264404},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.581416130065918},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5605385899543762},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5324141979217529},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4981508255004883},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4944133758544922},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45515674352645874},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.4403870105743408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3925367295742035},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34914299845695496},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.2466767132282257},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16488683223724365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8170058727264404},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.581416130065918},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5605385899543762},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5324141979217529},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4981508255004883},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4944133758544922},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45515674352645874},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.4403870105743408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3925367295742035},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34914299845695496},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2466767132282257},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16488683223724365},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3618342","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3618342","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3618342","source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/68699","is_oa":false,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-6ixd6hrt29k91","pdf_url":null,"source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Transactions on Graphics. Association for Computing Machinery (ACM). 2023, 42(6), 244. ISSN 0730-0301. eISSN 1557-7368. Verf\u00fcgbar unter: doi: 10.1145/3618342","raw_type":"doc-type:article"}],"best_oa_location":{"id":"doi:10.1145/3618342","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3618342","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3618342","source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.44999998807907104,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2203821447","display_name":null,"funder_award_id":"U20B2070","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2300031416","display_name":"Direkte nichtfotorealistische Darstellung prozeduraler Geometrie","funder_award_id":"413891298","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G426103584","display_name":null,"funder_award_id":"61832016, 62102162, U20B2070","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4531158252","display_name":null,"funder_award_id":"2020AAA0106200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4885365858","display_name":null,"funder_award_id":"62102162","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6258788437","display_name":null,"funder_award_id":"111-2221-E-006-112-MY3","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G7596092009","display_name":"\u57fa\u4e8e\u89c6\u89c9\u8ba4\u77e5\u7684\u53ef\u89c6\u5a92\u4f53\u5408\u6210\u4e0e\u8bc4\u4ef7","funder_award_id":"61832016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389334989.pdf","grobid_xml":"https://content.openalex.org/works/W4389334989.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W569478347","https://openalex.org/W2952056941","https://openalex.org/W2962770929","https://openalex.org/W2963966654","https://openalex.org/W3040462728","https://openalex.org/W3141117710","https://openalex.org/W3158284653","https://openalex.org/W3216156094","https://openalex.org/W4281253515","https://openalex.org/W4286611278","https://openalex.org/W4312282373","https://openalex.org/W4312911498","https://openalex.org/W4312933868","https://openalex.org/W4313029666","https://openalex.org/W4366293506","https://openalex.org/W4381334907","https://openalex.org/W4385271055","https://openalex.org/W4385271134","https://openalex.org/W4386072096","https://openalex.org/W4386076215","https://openalex.org/W4386076532","https://openalex.org/W4386083141","https://openalex.org/W6600005967","https://openalex.org/W6600060591","https://openalex.org/W6603794456","https://openalex.org/W6780043386","https://openalex.org/W6810124964"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W3172493050","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W2593798266","https://openalex.org/W2070126461","https://openalex.org/W4385420271","https://openalex.org/W4312192618","https://openalex.org/W1834370135"],"abstract_inverted_index":{"Personalizing":[0],"generative":[1],"models":[2],"offers":[3],"a":[4,50,54,66,88,110,122,138,143,194],"way":[5],"to":[6,53,83,137,165],"guide":[7],"image":[8,112,120,175,196],"generation":[9,73,140,176],"with":[10],"user-provided":[11],"references.":[12],"Current":[13],"personalization":[14],"methods":[15],"can":[16],"invert":[17],"an":[18,104,119],"object":[19],"or":[20,181],"concept":[21],"into":[22],"the":[23,71,99,149,200],"textual":[24,106,126],"conditioning":[25,107],"space":[26],"and":[27,38,47,58,94,109,157,162,187],"compose":[28],"new":[29,89,111],"natural":[30],"sentences":[31],"for":[32],"text-to-image":[33],"diffusion":[34,76,150,201],"models.":[35,202],"However,":[36],"representing":[37],"editing":[39,95],"specific":[40,139],"visual":[41],"attributes":[42],"such":[43,178],"as":[44,121,179],"material,":[45],"style,":[46,186],"layout":[48],"remains":[49],"challenge,":[51],"leading":[52],"lack":[55],"of":[56,75,124,145,148,184],"disentanglement":[57,161],"editability.":[59],"To":[60],"address":[61],"this":[62],"problem,":[63],"we":[64],"propose":[65],"novel":[67],"approach":[68],"that":[69,155],"leverages":[70],"step-by-step":[72],"process":[74],"models,":[77],"which":[78],"generate":[79],"images":[80],"from":[81,130,193],"low":[82],"high":[84],"frequency":[85],"information,":[86],"providing":[87],"perspective":[90],"on":[91],"representing,":[92],"generating,":[93],"images.":[96],"We":[97,168],"develop":[98],"Prompt":[100],"Spectrum":[101],"Space":[102],"P*,":[103],"expanded":[105],"space,":[108],"representation":[113],"method":[114],"called":[115],"ProSpect.":[116],"ProSpect":[117,158,170],"represents":[118],"collection":[123],"inverted":[125],"token":[127],"embeddings":[128],"encoded":[129],"per-stage":[131],"prompts,":[132],"where":[133],"each":[134],"prompt":[135],"corresponds":[136],"stage":[141],"(i.e.,":[142],"group":[144],"consecutive":[146],"steps)":[147],"model.":[151],"Experimental":[152],"results":[153,192],"demonstrate":[154],"P*":[156],"offer":[159],"better":[160],"controllability":[163],"compared":[164],"existing":[166],"methods.":[167],"apply":[169],"in":[171],"various":[172],"personalized":[173],"attribute-aware":[174],"applications,":[177],"image-guided":[180],"text-driven":[182],"manipulations":[183],"materials,":[185],"layout,":[188],"achieving":[189],"previously":[190],"unattainable":[191],"single":[195],"input":[197],"without":[198],"fine-tuning":[199],"Our":[203],"source":[204],"code":[205],"is":[206],"available":[207],"at":[208],"https://github.com/zyxElsa/ProSpect.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":59},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}