{"id":"https://openalex.org/W3193776531","doi":"https://doi.org/10.1109/icip42928.2021.9506465","title":"The Maximum a Posterior Estimation of Darts","display_name":"The Maximum a Posterior Estimation of Darts","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W3193776531","doi":"https://doi.org/10.1109/icip42928.2021.9506465","mag":"3193776531"},"language":"en","primary_location":{"id":"doi:10.1109/icip42928.2021.9506465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002465188","display_name":"Jun-Liang Lin","orcid":"https://orcid.org/0000-0001-5105-7574"},"institutions":[{"id":"https://openalex.org/I4210086453","display_name":"Institute of Political Science, Academia Sinica","ror":"https://ror.org/001agqs13","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086453","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jun-Liang Lin","raw_affiliation_strings":["Institute of Information Science,Academia Sinica","Academia Sinica, Institute of Information Science"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science,Academia Sinica","institution_ids":["https://openalex.org/I4210086453","https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Academia Sinica, Institute of Information Science","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079882340","display_name":"Yi-Lin Sung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I4210086453","display_name":"Institute of Political Science, Academia Sinica","ror":"https://ror.org/001agqs13","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086453","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Lin Sung","raw_affiliation_strings":["Institute of Information Science,Academia Sinica","Academia Sinica, Institute of Information Science"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science,Academia Sinica","institution_ids":["https://openalex.org/I4210086453","https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Academia Sinica, Institute of Information Science","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103209629","display_name":"Cheng-Yao Hong","orcid":"https://orcid.org/0000-0001-8804-4582"},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I4210086453","display_name":"Institute of Political Science, Academia Sinica","ror":"https://ror.org/001agqs13","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086453","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Yao Hong","raw_affiliation_strings":["Institute of Information Science,Academia Sinica","Academia Sinica, Institute of Information Science"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science,Academia Sinica","institution_ids":["https://openalex.org/I4210086453","https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Academia Sinica, Institute of Information Science","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088424985","display_name":"Han-Hung Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I4210086453","display_name":"Institute of Political Science, Academia Sinica","ror":"https://ror.org/001agqs13","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086453","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Han-Hung Lee","raw_affiliation_strings":["Institute of Information Science,Academia Sinica","Academia Sinica, Institute of Information Science"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science,Academia Sinica","institution_ids":["https://openalex.org/I4210086453","https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Academia Sinica, Institute of Information Science","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043386280","display_name":"Tyng-Luh Liu","orcid":"https://orcid.org/0000-0002-8366-5213"},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]},{"id":"https://openalex.org/I4210086453","display_name":"Institute of Political Science, Academia Sinica","ror":"https://ror.org/001agqs13","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086453","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tyng-Luh Liu","raw_affiliation_strings":["Institute of Information Science,Academia Sinica","Academia Sinica, Institute of Information Science"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science,Academia Sinica","institution_ids":["https://openalex.org/I4210086453","https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Academia Sinica, Institute of Information Science","institution_ids":["https://openalex.org/I4210098366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002465188"],"corresponding_institution_ids":["https://openalex.org/I4210086453","https://openalex.org/I4210098366"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13852742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs 1907 5737","issue":null,"first_page":"419","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.810458242893219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7948943376541138},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.7197386622428894},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5887591242790222},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5809369683265686},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5682309865951538},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.50751793384552},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4862286150455475},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4789741039276123},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"Posterior probability","score":0.4538305401802063},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.43238940834999084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3938029408454895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36893755197525024},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3177867531776428},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.15184250473976135},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12673407793045044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1105298399925232}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.810458242893219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7948943376541138},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7197386622428894},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5887591242790222},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5809369683265686},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5682309865951538},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.50751793384552},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4862286150455475},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4789741039276123},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.4538305401802063},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.43238940834999084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3938029408454895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36893755197525024},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3177867531776428},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.15184250473976135},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12673407793045044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1105298399925232},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip42928.2021.9506465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2553303224","https://openalex.org/W2951104886","https://openalex.org/W2963136578","https://openalex.org/W2963163009","https://openalex.org/W2964444661","https://openalex.org/W2999270366","https://openalex.org/W3034202788","https://openalex.org/W3034429256","https://openalex.org/W3097607752","https://openalex.org/W3107893198","https://openalex.org/W6729956949","https://openalex.org/W6752515464","https://openalex.org/W6761318726","https://openalex.org/W6770866462","https://openalex.org/W6771859737","https://openalex.org/W6774916613"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2378211422"],"abstract_inverted_index":{"The":[0,90,121],"DARTS":[1],"approach":[2],"manifests":[3],"the":[4,8,17,44,49,63,68,73,82],"advantages":[5],"of":[6,11,52,65,84,94,104,117],"relaxing":[7],"discrete":[9],"problem":[10],"network":[12,22,105],"architecture":[13,25,70],"search":[14],"(NAS)":[15],"to":[16,112,143],"continuous":[18],"domain":[19],"such":[20,79],"that":[21,124],"weights":[23],"and":[24,39,97,134],"parameters":[26],"can":[27,136],"be":[28,137],"optimized":[29],"properly.":[30],"However,":[31],"it":[32],"falls":[33],"short":[34],"in":[35],"providing":[36],"a":[37,53,86,109,114],"justifiable":[38],"reliable":[40],"solution":[41],"for":[42],"deciding":[43],"target":[45,119],"architecture.":[46,120],"In":[47],"particular,":[48],"design":[50],"choice":[51],"certain":[54],"operation":[55],"at":[56,151],"each":[57],"layer/edge":[58],"is":[59,149],"determined":[60],"without":[61],"considering":[62],"distribution":[64],"operations":[66,106],"over":[67],"overall":[69],"or":[71],"even":[72],"neighboring":[74],"layers.":[75],"Our":[76,147],"method":[77,126],"explores":[78],"dependencies":[80],"from":[81],"viewpoint":[83],"maximum":[85],"posterior":[87],"(MAP)":[88],"estimation.":[89],"consideration":[91],"takes":[92],"account":[93],"both":[95],"local":[96],"global":[98],"information":[99],"by":[100],"learning":[101],"transition":[102],"probabilities":[103],"while":[107],"enabling":[108],"greedy":[110],"scheme":[111],"uncover":[113],"MAP":[115],"estimate":[116],"optimal":[118],"experiments":[122],"show":[123],"our":[125],"achieves":[127],"state-of-the-art":[128],"results":[129],"on":[130],"popular":[131],"benchmark":[132],"datasets":[133],"also":[135],"conveniently":[138],"plugged":[139],"into":[140],"DARTS-related":[141],"techniques":[142],"boost":[144],"their":[145],"performance.":[146],"code":[148],"available":[150],"https://github.com/MAP-DARTS/MAP-DARTS.":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}