{"id":"https://openalex.org/W4285228384","doi":"https://doi.org/10.1109/tgrs.2022.3175387","title":"Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation","display_name":"Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285228384","doi":"https://doi.org/10.1109/tgrs.2022.3175387"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2022.3175387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3175387","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1883969","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034044972","display_name":"Philipe Dias","orcid":"https://orcid.org/0000-0001-9427-7112"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philipe Dias","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA","Oak Ridge National Laboratory, Oak Ridge, TN, US"],"raw_orcid":"https://orcid.org/0000-0001-9427-7112","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, US","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101745923","display_name":"Yuxin Tian","orcid":"https://orcid.org/0000-0002-3056-5753"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuxin Tian","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California Merced, Merced, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3056-5753","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080842379","display_name":"Shawn Newsam","orcid":"https://orcid.org/0000-0001-6803-5291"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shawn Newsam","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California Merced, Merced, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6803-5291","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006493183","display_name":"Aristeidis Tsaris","orcid":"https://orcid.org/0000-0002-7734-3349"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aristeidis Tsaris","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA","Oak Ridge National Laboratory, Oak Ridge, TN, US"],"raw_orcid":"https://orcid.org/0000-0002-7734-3349","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, US","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039044523","display_name":"Jacob Hinkle","orcid":"https://orcid.org/0000-0002-7751-1760"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Hinkle","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA","Oak Ridge National Laboratory, Oak Ridge, TN, US"],"raw_orcid":"https://orcid.org/0000-0002-7751-1760","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, US","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083948807","display_name":"Dalton Lunga","orcid":"https://orcid.org/0000-0003-0054-1141"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dalton Lunga","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA","Oak Ridge National Laboratory, Oak Ridge, TN, US"],"raw_orcid":"https://orcid.org/0000-0003-0054-1141","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, US","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1809,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81842289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"60","issue":null,"first_page":"1","last_page":"18"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9830999970436096,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9789999723434448,"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":0.8332535028457642},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6248098611831665},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6224644780158997},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6174164414405823},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.616478443145752},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.58099365234375},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5505380034446716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.509606122970581},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5010926723480225},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4680962562561035},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4581635594367981},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4341660737991333},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4186655879020691},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38510003685951233}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8332535028457642},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6248098611831665},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6224644780158997},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6174164414405823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.616478443145752},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.58099365234375},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5505380034446716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.509606122970581},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5010926723480225},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4680962562561035},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4581635594367981},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4341660737991333},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4186655879020691},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38510003685951233},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tgrs.2022.3175387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3175387","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1883969","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1883969","pdf_url":"https://www.osti.gov/servlets/purl/1883969","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1883969","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1883969","pdf_url":"https://www.osti.gov/servlets/purl/1883969","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4285228384.pdf"},"referenced_works_count":105,"referenced_works":["https://openalex.org/W1565327149","https://openalex.org/W1565746575","https://openalex.org/W1731081199","https://openalex.org/W1861492603","https://openalex.org/W1894683164","https://openalex.org/W1901129140","https://openalex.org/W1977904037","https://openalex.org/W1987767032","https://openalex.org/W2022105078","https://openalex.org/W2031489346","https://openalex.org/W2057321661","https://openalex.org/W2059164206","https://openalex.org/W2066626129","https://openalex.org/W2101234009","https://openalex.org/W2108598243","https://openalex.org/W2125865219","https://openalex.org/W2128470028","https://openalex.org/W2172246201","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2514499445","https://openalex.org/W2546910646","https://openalex.org/W2547559628","https://openalex.org/W2562192638","https://openalex.org/W2584009249","https://openalex.org/W2609402060","https://openalex.org/W2622263826","https://openalex.org/W2623331213","https://openalex.org/W2737047298","https://openalex.org/W2745042876","https://openalex.org/W2755226765","https://openalex.org/W2762439315","https://openalex.org/W2786672974","https://openalex.org/W2792573191","https://openalex.org/W2794905319","https://openalex.org/W2811199523","https://openalex.org/W2886934227","https://openalex.org/W2902166991","https://openalex.org/W2908320224","https://openalex.org/W2929499422","https://openalex.org/W2950111065","https://openalex.org/W2963073217","https://openalex.org/W2963107255","https://openalex.org/W2963120918","https://openalex.org/W2963275094","https://openalex.org/W2963525222","https://openalex.org/W2964217532","https://openalex.org/W2968945589","https://openalex.org/W2971095420","https://openalex.org/W2972285644","https://openalex.org/W2981392058","https://openalex.org/W2981662367","https://openalex.org/W2982321964","https://openalex.org/W2985374865","https://openalex.org/W3006570158","https://openalex.org/W3016198642","https://openalex.org/W3020349519","https://openalex.org/W3021057985","https://openalex.org/W3025070692","https://openalex.org/W3035804495","https://openalex.org/W3040725977","https://openalex.org/W3040883240","https://openalex.org/W3045791386","https://openalex.org/W3046533531","https://openalex.org/W3047725879","https://openalex.org/W3048159371","https://openalex.org/W3081260473","https://openalex.org/W3089265466","https://openalex.org/W3094309934","https://openalex.org/W3096751897","https://openalex.org/W3100006985","https://openalex.org/W3103855482","https://openalex.org/W3115282491","https://openalex.org/W3131868721","https://openalex.org/W3157967435","https://openalex.org/W3195722174","https://openalex.org/W3216721002","https://openalex.org/W4205379033","https://openalex.org/W4206519171","https://openalex.org/W4206533855","https://openalex.org/W4212774754","https://openalex.org/W4252684946","https://openalex.org/W4285512371","https://openalex.org/W4288076010","https://openalex.org/W4293406525","https://openalex.org/W4301239768","https://openalex.org/W6633949838","https://openalex.org/W6675354045","https://openalex.org/W6717372056","https://openalex.org/W6725448924","https://openalex.org/W6725739970","https://openalex.org/W6730623217","https://openalex.org/W6738835615","https://openalex.org/W6739622702","https://openalex.org/W6741832134","https://openalex.org/W6746282794","https://openalex.org/W6748645090","https://openalex.org/W6748816842","https://openalex.org/W6756138707","https://openalex.org/W6760613829","https://openalex.org/W6766978945","https://openalex.org/W6767127972","https://openalex.org/W6772177039","https://openalex.org/W7020680850"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2095118173","https://openalex.org/W2382021449","https://openalex.org/W848359858","https://openalex.org/W2106424170","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2768810474","https://openalex.org/W4206575749"],"abstract_inverted_index":{"Studies":[0],"on":[1,127],"domain":[2,92],"adaptation":[3,93],"(DA)":[4],"for":[5,106,174],"remote":[6],"sensing":[7],"(RS)":[8],"imagery":[9],"analysis":[10],"lack":[11],"consistency":[12],"in":[13,133,176,215],"selection":[14],"and":[15,26,37,63,103,138,144,233,245],"description":[16],"of":[17,69,77,122,164,169,199],"evaluation":[18,27,200,228],"scenarios.":[19,201],"Without":[20],"properly":[21],"characterizing":[22],"datasets,":[23,239],"model":[24,64,113,189,246],"assumptions,":[25],"scenarios,":[28],"it":[29],"is":[30,190],"difficult":[31],"to":[32,52,55,212,221],"objectively":[33],"compare":[34],"DA":[35,70,124,175,216],"methods":[36,125],"reach":[38],"conclusions":[39],"about":[40,136],"their":[41,134],"suitability":[42],"across":[43,89,98],"different":[44,112,185,197],"applications.":[45,217],"With":[46],"this":[47,49],"motivation,":[48],"work":[50],"seeks":[51],"empirically":[53],"assess":[54],"which":[56,188],"extent":[57],"the":[58,67,73,120,167,223],"interaction":[59],"between":[60],"data":[61,107,145,172,241],"characteristics":[62,146],"assumptions":[65,135,173,204,209],"influence":[66],"effectiveness":[68],"methods.":[71],"Using":[72],"widely":[74],"explored":[75],"task":[76],"building":[78],"footprint":[79],"segmentation":[80,178],"as":[81,153,155],"case":[82],"study,":[83],"we":[84,118,159],"perform":[85],"a":[86,161,181],"large-scale":[87],"study":[88,219],"over":[90],"200":[91],"scenarios":[94],"that":[95,130],"include":[96],"variations":[97],"view":[99],"angles,":[100],"areas":[101],"observed,":[102],"sensors":[104],"used":[105],"acquisition.":[108],"Rather":[109],"than":[110],"adopting":[111],"architectures":[114],"or":[115],"optimization":[116],"criteria,":[117],"contrast":[119],"performances":[121],"two":[123],"based":[126],"adversarial":[128],"learning":[129],"differ":[131],"only":[132],"source":[137],"target":[139],"domains.":[140],"Informed":[141],"by":[142,195],"metadata":[143],"unveiled":[147],"using":[148],"traditional":[149],"computer":[150],"vision":[151],"techniques":[152],"well":[154],"pre-trained":[156],"deep":[157],"models,":[158],"provide":[160],"detailed":[162],"meta-analysis":[163],"experiments":[165],"highlighting":[166],"importance":[168],"accurately":[170],"considering":[171],"RS":[177],"tasks.":[179],"As":[180],"\u201ccherry-picking\u201d":[182],"exercise":[183],"demonstrates,":[184],"claims":[186],"regarding":[187],"best":[191],"could":[192],"be":[193,206],"made":[194],"selecting":[196],"subsets":[198],"While":[202],"well-calibrated":[203],"can":[205,210],"beneficial,":[207],"mismatching":[208],"lead":[211],"negative":[213],"biases":[214],"This":[218],"intends":[220],"motivate":[222],"community":[224],"towards":[225],"more":[226],"consistent":[227],"protocols,":[229],"while":[230],"providing":[231],"recommendations":[232],"insights":[234],"toward":[235],"creating":[236],"novel":[237],"benchmark":[238],"documenting":[240],"characteristics,":[242],"application-specific":[243],"knowledge,":[244],"assumptions.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}