{"id":"https://openalex.org/W4390659096","doi":"https://doi.org/10.1109/access.2024.3350641","title":"Leveraging Diffusion Modeling for Remote Sensing Change Detection in Built-Up Urban Areas","display_name":"Leveraging Diffusion Modeling for Remote Sensing Change Detection in Built-Up Urban Areas","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390659096","doi":"https://doi.org/10.1109/access.2024.3350641"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3350641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3350641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382534.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382534.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039135010","display_name":"Ran Wan","orcid":"https://orcid.org/0000-0002-9267-6600"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Wan","raw_affiliation_strings":["Architecture and Design College, Nanchang University, Nanchang, China","Architecture and design college, Nanchang University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architecture and Design College, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"Architecture and design college, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414871","display_name":"Jiaxin Zhang","orcid":"https://orcid.org/0000-0002-6330-6723"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Jiaxin Zhang","raw_affiliation_strings":["Architecture and Design College, Nanchang University, Nanchang, China","Architecture and design college, Nanchang University, Nanchang, China","Graduate School of Engineering, Division of Sustainable Energy and Environmental Engineering, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6330-6723","affiliations":[{"raw_affiliation_string":"Architecture and Design College, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"Architecture and design college, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"Graduate School of Engineering, Division of Sustainable Energy and Environmental Engineering, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102994875","display_name":"Yiying Huang","orcid":"https://orcid.org/0009-0003-2634-9147"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiying Huang","raw_affiliation_strings":["Architecture and Design College, Nanchang University, Nanchang, China","Architecture and design college, Nanchang University, Nanchang, China"],"raw_orcid":"https://orcid.org/0009-0003-2634-9147","affiliations":[{"raw_affiliation_string":"Architecture and Design College, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"Architecture and design college, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048679031","display_name":"Yunqin Li","orcid":"https://orcid.org/0000-0002-1886-0477"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Yunqin Li","raw_affiliation_strings":["Architecture and Design College, Nanchang University, Nanchang, China","Architecture and design college, Nanchang University, Nanchang, China","Graduate School of Engineering, Division of Sustainable Energy and Environmental Engineering, Osaka University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architecture and Design College, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"Architecture and design college, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"Graduate School of Engineering, Division of Sustainable Energy and Environmental Engineering, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104225774","display_name":"Boya Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I4210136431","display_name":"Shanghai Tongji Urban Planning and Design Institute","ror":"https://ror.org/03gb38m78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136431"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boya Hu","raw_affiliation_strings":["College of Architecture and Urban Planning, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Architecture and Urban Planning, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I4210136431","https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100412545","display_name":"Bowen Wang","orcid":"https://orcid.org/0000-0002-2911-5595"},"institutions":[{"id":"https://openalex.org/I14314212","display_name":"Osaka University of Economics","ror":"https://ror.org/04g11bp59","country_code":"JP","type":"education","lineage":["https://openalex.org/I14314212"]},{"id":"https://openalex.org/I4210111835","display_name":"Osaka Health Science University","ror":"https://ror.org/01tvqd679","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210111835"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bowen Wang","raw_affiliation_strings":["Department of Science and Technology, Graduate School of Information, Osaka University, Osaka, Japan","Science and Technology, Graduate School of Information, Osaka University, 1-1, Yamadaoka, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2911-5595","affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Graduate School of Information, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I14314212","https://openalex.org/I4210111835"]},{"raw_affiliation_string":"Science and Technology, Graduate School of Information, Osaka University, 1-1, Yamadaoka, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.1169,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91790231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"7028","last_page":"7039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8175973892211914},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5326112508773804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5043033361434937},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49677592515945435},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4720410108566284},{"id":"https://openalex.org/keywords/adapter","display_name":"Adapter (computing)","score":0.45989683270454407},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.419479101896286},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3841296434402466},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38314059376716614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3668249547481537}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8175973892211914},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5326112508773804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5043033361434937},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49677592515945435},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4720410108566284},{"id":"https://openalex.org/C177284502","wikidata":"https://www.wikidata.org/wiki/Q1005390","display_name":"Adapter (computing)","level":2,"score":0.45989683270454407},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.419479101896286},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3841296434402466},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38314059376716614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3668249547481537},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3350641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3350641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382534.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:69ed1ce2ab7449778232025cd34c5701","is_oa":true,"landing_page_url":"https://doaj.org/article/69ed1ce2ab7449778232025cd34c5701","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 7028-7039 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3350641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3350641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10382534.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G1564975659","display_name":"Removing the Burden of Data Labeling: Automatic Surgical Video Understanding with Unsupervised Learning","funder_award_id":"20K23343","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2208214842","display_name":null,"funder_award_id":"22H03353","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6351595648","display_name":"Explainable Artificial Intelligence for Medical Applications","funder_award_id":"21K17764","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7702423791","display_name":"Automated grading system for the retinal arteriolosclerosis in a cardiology risk screening","funder_award_id":"19K10662","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390659096.pdf","grobid_xml":"https://content.openalex.org/works/W4390659096.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1959608418","https://openalex.org/W1979061792","https://openalex.org/W1998595580","https://openalex.org/W2006383776","https://openalex.org/W2025768430","https://openalex.org/W2036798369","https://openalex.org/W2165577558","https://openalex.org/W2326925005","https://openalex.org/W2543281563","https://openalex.org/W2779054585","https://openalex.org/W2805152403","https://openalex.org/W2891248708","https://openalex.org/W2896457183","https://openalex.org/W2908320224","https://openalex.org/W2908510526","https://openalex.org/W2910587630","https://openalex.org/W2919115771","https://openalex.org/W2921442714","https://openalex.org/W2963420272","https://openalex.org/W2969469559","https://openalex.org/W2985775862","https://openalex.org/W2986943971","https://openalex.org/W2991591719","https://openalex.org/W3009942016","https://openalex.org/W3011156941","https://openalex.org/W3012191125","https://openalex.org/W3016889634","https://openalex.org/W3018711384","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3047246571","https://openalex.org/W3087848493","https://openalex.org/W3100245404","https://openalex.org/W3108049163","https://openalex.org/W3120467244","https://openalex.org/W3130754787","https://openalex.org/W3137731664","https://openalex.org/W3144483443","https://openalex.org/W3152083889","https://openalex.org/W3157062364","https://openalex.org/W3180045188","https://openalex.org/W3180355996","https://openalex.org/W3186392065","https://openalex.org/W3195032332","https://openalex.org/W3195253653","https://openalex.org/W3198377975","https://openalex.org/W4229002315","https://openalex.org/W4286850199","https://openalex.org/W4289744446","https://openalex.org/W4289785045","https://openalex.org/W4312312750","https://openalex.org/W4312549298","https://openalex.org/W4312804044","https://openalex.org/W4312933868","https://openalex.org/W4313156423","https://openalex.org/W4322502493","https://openalex.org/W4386133645","https://openalex.org/W4386601624","https://openalex.org/W4386790226","https://openalex.org/W4387010664","https://openalex.org/W4387717533","https://openalex.org/W4390873429","https://openalex.org/W4392435044","https://openalex.org/W6640963894","https://openalex.org/W6739901393","https://openalex.org/W6753737009","https://openalex.org/W6755207826","https://openalex.org/W6757817989","https://openalex.org/W6779823529","https://openalex.org/W6779879114","https://openalex.org/W6804811285","https://openalex.org/W6841366371","https://openalex.org/W6857290134"],"related_works":["https://openalex.org/W2133028525","https://openalex.org/W4306381730","https://openalex.org/W4229060448","https://openalex.org/W2981692913","https://openalex.org/W3184035966","https://openalex.org/W3044188621","https://openalex.org/W2160602540","https://openalex.org/W2485605994","https://openalex.org/W4385571108","https://openalex.org/W2146090693"],"abstract_inverted_index":{"In":[0],"the":[1,28,38,45,62,80,97,109,133,178],"evolving":[2],"domain":[3],"of":[4,22,32,40,64,132,180],"built-up":[5,54],"area":[6],"surveillance,":[7],"remote":[8,49,175],"sensing":[9,50],"technology":[10],"emerges":[11],"as":[12],"an":[13,103],"essential":[14],"instrument":[15],"for":[16,53,71,91,170],"Change":[17],"Detection":[18],"(CD).":[19],"The":[20,57,130],"introduction":[21],"deep":[23,41,149],"learning":[24,42,150],"has":[25],"notably":[26],"augmented":[27],"precision":[29,187],"and":[30,74,95,102,114,152,159,188],"efficiency":[31],"CD.":[33],"This":[34,163],"study":[35],"focuses":[36],"on":[37,141],"integration":[39],"methodologies,":[43],"specifically":[44],"diffusion":[46,181],"model,":[47],"into":[48],"CD":[51,72,128,161,186],"tasks":[52,73],"urban":[55,174,185],"areas.":[56],"goal":[58],"is":[59,136,193],"to":[60,107,126,155],"explore":[61],"potential":[63,179],"a":[65,76,167],"pre-trained":[66,123],"Text-to-Image":[67],"Stable":[68],"Diffusion":[69,83],"model":[70,78],"propose":[75],"new":[77],"called":[79],"Difference":[81,98],"Guided":[82],"Model":[84],"(DGDM).":[85],"DGDM":[86,118],"incorporates":[87],"multiple":[88],"pre-training":[89],"techniques":[90],"image":[92,112],"feature":[93],"extraction":[94],"introduces":[96],"Attention":[99],"Module":[100],"(DAM)":[101],"Image-to-Text":[104],"(ITT)":[105],"adapter":[106],"improve":[108],"correlation":[110],"between":[111],"features":[113],"text":[115],"semantics.":[116],"Additionally,":[117],"utilizes":[119],"attention":[120],"generated":[121],"from":[122],"Denoise":[124],"UNet":[125],"enhance":[127],"predictions.":[129],"effectiveness":[131],"proposed":[134],"method":[135],"evaluated":[137],"through":[138],"comparative":[139],"assessments":[140],"four":[142],"datasets,":[143],"demonstrating":[144],"its":[145,153],"superiority":[146],"over":[147],"previous":[148],"methods":[151],"ability":[154],"produce":[156],"more":[157],"precise":[158],"detailed":[160],"results.":[162],"innovative":[164],"approach":[165],"offers":[166],"promising":[168],"direction":[169],"future":[171],"research":[172],"in":[173,183],"sensing,":[176],"emphasizing":[177],"models":[182],"enhancing":[184],"automation.":[189],"Our":[190],"implementation":[191],"code":[192],"available":[194],"at":[195],"https://github.com/morty20200301/cd-diffusion.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}