{"id":"https://openalex.org/W4365503749","doi":"https://doi.org/10.1155/2023/3691730","title":"HLA\u2010HOD: Joint High\u2010Low Adaptation for Object Detection in Hazy Weather Conditions","display_name":"HLA\u2010HOD: Joint High\u2010Low Adaptation for Object Detection in Hazy Weather Conditions","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4365503749","doi":"https://doi.org/10.1155/2023/3691730"},"language":"en","primary_location":{"id":"doi:10.1155/2023/3691730","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/3691730","pdf_url":"https://downloads.hindawi.com/journals/ijis/2023/3691730.pdf","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/ijis/2023/3691730.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007784977","display_name":"Yiyang Shen","orcid":"https://orcid.org/0000-0003-2311-0950"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyang Shen","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan","Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2311-0950","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040960594","display_name":"Rongwei Yu","orcid":"https://orcid.org/0000-0002-1376-2720"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rongwei Yu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan","Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1376-2720","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065521276","display_name":"Ni Shu","orcid":"https://orcid.org/0000-0001-8635-9863"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ni Shu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan","Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8635-9863","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100662807","display_name":"Jing Qin","orcid":"https://orcid.org/0000-0002-7059-0929"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jing Qin","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong SAR","The Hong Kong Polytechnic University, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-7059-0929","affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051555459","display_name":"Mingqiang Wei","orcid":"https://orcid.org/0000-0003-0429-490X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqiang Wei","raw_affiliation_strings":["School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing","School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0429-490X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040960594"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":{"value":2500,"currency":"USD","value_usd":2500},"fwci":0.6562,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.64549252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2023","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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":0.9993000030517578,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9976000189781189,"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/adaptation","display_name":"Adaptation (eye)","score":0.8467074632644653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7966246604919434},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.7390010356903076},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.7155489921569824},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.5797436237335205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5178778171539307},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5040727853775024},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5030655264854431},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.493613600730896},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4915412366390228},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.48543983697891235},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4235965609550476},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35892295837402344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30991920828819275},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2973095774650574},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15791937708854675},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11247643828392029},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.08138352632522583},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07700812816619873}],"concepts":[{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.8467074632644653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7966246604919434},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.7390010356903076},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.7155489921569824},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.5797436237335205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5178778171539307},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5040727853775024},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5030655264854431},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.493613600730896},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4915412366390228},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.48543983697891235},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4235965609550476},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35892295837402344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30991920828819275},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2973095774650574},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15791937708854675},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11247643828392029},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.08138352632522583},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07700812816619873},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2023/3691730","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/3691730","pdf_url":"https://downloads.hindawi.com/journals/ijis/2023/3691730.pdf","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/103929","is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/103929","pdf_url":"http://ira.lib.polyu.edu.hk/bitstream/10397/103929/1/3691730.pdf","source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal/Magazine Article"}],"best_oa_location":{"id":"doi:10.1155/2023/3691730","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/3691730","pdf_url":"https://downloads.hindawi.com/journals/ijis/2023/3691730.pdf","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2147883426","display_name":null,"funder_award_id":"42071431","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2342777982","display_name":null,"funder_award_id":"2020BAB101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3081894648","display_name":null,"funder_award_id":"2020YF B1805400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4149807131","display_name":null,"funder_award_id":"42071431","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5080713692","display_name":null,"funder_award_id":"2020BAB101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6107093909","display_name":null,"funder_award_id":"2020YFB1805400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"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/W4365503749.pdf","grobid_xml":"https://content.openalex.org/works/W4365503749.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2031489346","https://openalex.org/W2102605133","https://openalex.org/W2109616376","https://openalex.org/W2114867966","https://openalex.org/W2119112357","https://openalex.org/W2121880036","https://openalex.org/W2128254161","https://openalex.org/W2156936307","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2256362396","https://openalex.org/W2340897893","https://openalex.org/W2519481857","https://openalex.org/W2563705555","https://openalex.org/W2570343428","https://openalex.org/W2579985080","https://openalex.org/W2593414223","https://openalex.org/W2613718673","https://openalex.org/W2748021867","https://openalex.org/W2779176852","https://openalex.org/W2785325870","https://openalex.org/W2884561390","https://openalex.org/W2889625055","https://openalex.org/W2958360136","https://openalex.org/W2962793481","https://openalex.org/W2962823940","https://openalex.org/W2963037989","https://openalex.org/W2963074253","https://openalex.org/W2963813458","https://openalex.org/W2963928582","https://openalex.org/W2964115968","https://openalex.org/W2968634921","https://openalex.org/W2981705647","https://openalex.org/W2982770724","https://openalex.org/W2985194834","https://openalex.org/W2988209803","https://openalex.org/W2990740643","https://openalex.org/W2998249728","https://openalex.org/W3009058813","https://openalex.org/W3034278302","https://openalex.org/W3034937575","https://openalex.org/W3035524453","https://openalex.org/W3042498204","https://openalex.org/W3095095967","https://openalex.org/W3105901005","https://openalex.org/W3106250896","https://openalex.org/W3109202794","https://openalex.org/W3109679703","https://openalex.org/W3110011650","https://openalex.org/W3121281282","https://openalex.org/W3135542706","https://openalex.org/W3166409449","https://openalex.org/W3172344300","https://openalex.org/W3173269149","https://openalex.org/W3174883353","https://openalex.org/W3180034634","https://openalex.org/W3184439416","https://openalex.org/W3193377470","https://openalex.org/W3193979638","https://openalex.org/W3197963167","https://openalex.org/W3202277637","https://openalex.org/W3206968309","https://openalex.org/W3207827401","https://openalex.org/W3215632849","https://openalex.org/W4205355081","https://openalex.org/W4223444776","https://openalex.org/W4226042837","https://openalex.org/W4285261750","https://openalex.org/W4312625691","https://openalex.org/W4385245566","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W3192357901","https://openalex.org/W3036286480","https://openalex.org/W2387360586","https://openalex.org/W4287027631","https://openalex.org/W4237171675","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W2962677013"],"abstract_inverted_index":{"Object":[0,103],"detection":[1],"remains":[2],"challenging":[3],"in":[4,90,107],"hazy":[5,91,108,124],"weather":[6,28,92,109],"conditions":[7],"due":[8,65],"to":[9,26,66],"the":[10,84],"poor":[11],"visibility":[12],"of":[13,21,24,52,58,87],"captured":[14],"images.":[15,133],"There":[16],"are":[17],"currently":[18],"two":[19],"types":[20],"detectors":[22],"capable":[23],"adapting":[25],"varying":[27],"conditions:":[29],"(i)":[30],"low\u2010level":[31,77,114,142],"adaptation":[32,46,54,78,115,145],"methods":[33,47,146],"that":[34,48,137],"combine":[35],"one":[36],"detector":[37,89],"with":[38],"an":[39,72],"additional":[40],"dehazing":[41],"network":[42],"and":[43,79,116,143,153],"(ii)":[44],"high\u2010level":[45,80,117,144],"explore":[49],"various":[50],"kinds":[51],"domain":[53],"knowledge.":[55],"However,":[56],"neither":[57],"these":[59],"approaches":[60],"can":[61,82],"achieve":[62],"desirable":[63],"performance":[64,122],"their":[67],"inherent":[68],"limitations.":[69],"We":[70],"raise":[71],"intriguing":[73],"question\u2014if":[74],"combining":[75,112],"both":[76,113,151],"adaptation,":[81,118],"improve":[83],"generalization":[85],"ability":[86],"a":[88,99,148],"conditions?":[93],"To":[94],"answer":[95],"it,":[96],"we":[97],"propose":[98],"Joint":[100],"High\u2010Low":[101],"Adaptation":[102],"Detection":[104],"paradigm":[105],"(HLA\u2010HOD)":[106],"conditions.":[110],"By":[111],"HLA\u2010HOD":[119],"achieves":[120],"superior":[121],"on":[123],"images":[125],"without":[126],"requiring":[127],"ground\u2010truth":[128],"bounding":[129],"boxes":[130],"or":[131],"clean":[132],"Extensive":[134],"experiments":[135],"demonstrate":[136],"our":[138],"method":[139],"outperforms":[140],"state\u2010of\u2010the\u2010art":[141],"by":[147],"large":[149],"margin":[150],"quantitatively":[152],"qualitatively.":[154]},"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":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}