乐胖代购免代理版

{"id":"https://openalex.org/W4386243193","doi":"https://doi.org/10.1109/crv60082.2023.00021","title":"Learning-to-Count by Learning-to-Rank","display_name":"Learning-to-Count by Learning-to-Rank","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4386243193","doi":"https://doi.org/10.1109/crv60082.2023.00021"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/crv60082.2023.00021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5092710573","display_name":"Adriano C. D\u2019 Alessandro","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adriano C. D\u2019 Alessandro","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021862056","display_name":"Ali Mahdavi\u2010Amiri","orcid":"https://orcid.org/0000-0002-4693-3565"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Mahdavi-Amiri","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072684302","display_name":"Ghassan Hamarneh","orcid":"https://orcid.org/0000-0001-5040-7448"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ghassan Hamarneh","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.355,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.638188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":78},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"112"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9876,"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":0.9876,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9874,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9827,"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/benchmark","display_name":"Benchmark (surveying)","score":0.59807426},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.57817906},{"id":"https://openalex.org/keywords/density-estimation","display_name":"Density estimation","score":0.49340644},{"id":"https://openalex.org/keywords/representation","display_name":"Representation","score":0.47003907},{"id":"https://openalex.org/keywords/spurious-relationship","display_name":"Spurious relationship","score":0.4623671},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4620933},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature Learning","score":0.42096382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68623614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6565088},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.59807426},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5933118},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.57817906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.55110544},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.536643},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5270296},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.51660734},{"id":"https://openalex.org/C189508267","wikidata":"https://www.wikidata.org/wiki/Q17088227","display_name":"Density estimation","level":3,"score":0.49340644},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.47628704},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47003907},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.4623671},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4620933},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44946462},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43925142},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4301338},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.42096382},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40677246},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.20330516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18764561},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15714481},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/crv60082.2023.00021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":41,"referenced_works":["https://openalex.org/W1203557841","https://openalex.org/W1903029394","https://openalex.org/W1910776219","https://openalex.org/W1976959044","https://openalex.org/W2016085394","https://openalex.org/W2053138397","https://openalex.org/W2075875861","https://openalex.org/W2078045714","https://openalex.org/W2097058229","https://openalex.org/W2143331230","https://openalex.org/W2145983039","https://openalex.org/W2164990725","https://openalex.org/W2194775991","https://openalex.org/W2463631526","https://openalex.org/W2499554887","https://openalex.org/W2519281173","https://openalex.org/W2520723410","https://openalex.org/W2520826941","https://openalex.org/W2593414223","https://openalex.org/W2600230189","https://openalex.org/W2778336611","https://openalex.org/W2883929025","https://openalex.org/W2903922555","https://openalex.org/W2914913933","https://openalex.org/W2922295717","https://openalex.org/W2962854645","https://openalex.org/W2963037989","https://openalex.org/W2963231953","https://openalex.org/W2963686699","https://openalex.org/W2964209782","https://openalex.org/W3035193053","https://openalex.org/W3081099313","https://openalex.org/W3082900845","https://openalex.org/W3097407159","https://openalex.org/W3108659450","https://openalex.org/W3110563940","https://openalex.org/W3170764266","https://openalex.org/W4287252712","https://openalex.org/W4320013936","https://openalex.org/W639708223","https://openalex.org/W815611303"],"related_works":["https://openalex.org/W941090075","https://openalex.org/W4386113923","https://openalex.org/W4311248832","https://openalex.org/W3134374554","https://openalex.org/W3113091479","https://openalex.org/W2519167559","https://openalex.org/W2237480245","https://openalex.org/W2162899405","https://openalex.org/W2075065631","https://openalex.org/W2044987316"],"abstract_inverted_index":{"Object":[0],"counting":[1,132],"methods":[2,145],"rely":[3,81],"on":[4,82,128],"density":[5,14,19,100,119],"maps,":[6],"which":[7],"are":[8,21],"heatmaps":[9],"produced":[10],"by":[11,94],"placing":[12],"Gaussian":[13],"over":[15],"object":[16,63,131],"locations.":[17],"However,":[18,65],"maps":[20],"expensive":[22],"to":[23,69,89,116],"collect.":[24],"To":[25,85],"reduce":[26],"the":[27,75,83,87,91,123,156],"annotation":[28,157],"burden,":[29],"we":[30,97],"propose":[31,98],"a":[32,51,59,66,106,117,138,153],"form":[33],"of":[34,125,143,155],"weak":[35,60],"supervision":[36],"that":[37,73,113,140,142,148],"only":[38],"requires":[39],"object-based":[40],"pairwise":[41],"image":[42,55],"rankings.":[43],"These":[44],"annotations":[45],"can":[46,149],"be":[47,150],"collected":[48,151],"rapidly":[49],"with":[50,137,152],"single":[52],"click":[53],"per":[54],"pair":[56],"and":[57,134],"supply":[58],"signal":[61],"for":[62,162],"quantity.":[64],"model":[67],"learn":[68],"fit":[70],"spurious":[71],"patterns":[72],"satisfy":[74],"ranking":[76,92,107],"constraint":[77],"but":[78],"do":[79],"not":[80],"objects.":[84],"encourage":[86],"network":[88],"solve":[90],"constraints":[93],"localizing":[95],"objects,":[96],"adversarial":[99],"map":[101],"estimation.":[102],"This":[103],"method":[104,127],"regularizes":[105],"network's":[108],"intermediate":[109],"feature":[110],"representation":[111],"such":[112],"it":[114],"corresponds":[115],"plausible":[118],"map.":[120],"We":[121,159],"demonstrate":[122],"effectiveness":[124],"our":[126],"several":[129],"benchmark":[130],"datasets,":[133],"show":[135],"results":[136],"performance":[139],"approaches":[141],"fully-supervised":[144],"using":[146],"data":[147],"fraction":[154],"burden.":[158],"release":[160],"code":[161],"reproducibility:":[163],"github.com/sfu-mial/Rank2Count":[164]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4386243193","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-01-05T07:03:44.427448","created_date":"2023-08-30"}