{"id":"https://openalex.org/W4402263411","doi":"https://doi.org/10.1109/igarss53475.2024.10641954","title":"Leveraging Knowledge Distillation for Partial Multi-Task Learning from Multiple Remote Sensing Datasets","display_name":"Leveraging Knowledge Distillation for Partial Multi-Task Learning from Multiple Remote Sensing Datasets","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402263411","doi":"https://doi.org/10.1109/igarss53475.2024.10641954"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641954","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5074855050","display_name":"Ho\u00e0ng-\u00c2n L\u00ea","orcid":"https://orcid.org/0000-0002-7896-5967"},"institutions":[{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ho\u00e0ng-\u00c2n L\u00ea","raw_affiliation_strings":["Université Bretagne Sud, UMR 6074,IRISA,France,56000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Bretagne Sud, UMR 6074,IRISA,France,56000","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042574715","display_name":"Minh\u2010Tan Pham","orcid":"https://orcid.org/0000-0003-0266-767X"},"institutions":[{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Minh-Tan Pham","raw_affiliation_strings":["Université Bretagne Sud, UMR 6074,IRISA,France,56000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Bretagne Sud, UMR 6074,IRISA,France,56000","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7967,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71419216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"8019","last_page":"8023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"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":0.9984999895095825,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9939000010490417,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9929999709129333,"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":0.8203063011169434},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6811004877090454},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.6306326985359192},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4427470862865448},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.4324146807193756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43111518025398254},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08568471670150757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0775860846042633}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8203063011169434},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6811004877090454},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.6306326985359192},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4427470862865448},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4324146807193756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43111518025398254},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08568471670150757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0775860846042633},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641954","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2059212440","display_name":"Earth Observation with Optimal Transport for Artificial Intelligence","funder_award_id":"ANR-20-CHIA-0030","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2031489346","https://openalex.org/W2102673432","https://openalex.org/W2560835477","https://openalex.org/W2565639579","https://openalex.org/W2946862972","https://openalex.org/W2962721361","https://openalex.org/W2962749812","https://openalex.org/W2963351448","https://openalex.org/W2963857746","https://openalex.org/W3036406207","https://openalex.org/W4285224409","https://openalex.org/W4309737615","https://openalex.org/W4312444067","https://openalex.org/W4315781153","https://openalex.org/W4382999129","https://openalex.org/W4387803039","https://openalex.org/W4388514833","https://openalex.org/W4390190329","https://openalex.org/W6754126164","https://openalex.org/W6810487897"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Partial":[0],"multi-task":[1,43,102],"learning":[2,44,55,103,117],"where":[3],"training":[4],"examples":[5],"are":[6,120],"annotated":[7,26],"for":[8,27,54,71,104],"one":[9],"of":[10,51,68,79,96],"the":[11,49,66,72,77,85,94,97],"target":[12],"tasks":[13,29,33,106],"is":[14,45],"a":[15],"promising":[16],"idea":[17,99],"in":[18,113],"remote":[19],"sensing":[20],"as":[21],"it":[22],"allows":[23],"combining":[24],"datasets":[25],"different":[28],"and":[30,75,110],"predicting":[31],"more":[32],"with":[34],"fewer":[35],"network":[36],"parameters.":[37],"The":[38],"na\u00efve":[39],"approach":[40],"to":[41,48,64],"partial":[42,101],"sub-optimal":[46],"due":[47],"lack":[50],"all-task":[52],"annotations":[53],"joint":[56],"representations.":[57],"This":[58],"paper":[59],"proposes":[60],"using":[61],"knowledge":[62],"distillation":[63],"replace":[65],"need":[67],"ground":[69],"truths":[70],"alternate":[73],"task":[74],"enhance":[76],"performance":[78],"such":[80],"approach.":[81],"Experiments":[82],"conducted":[83],"on":[84,100],"public":[86],"ISPRS":[87],"2D":[88],"Semantic":[89],"Labeling":[90],"Contest":[91],"dataset":[92],"show":[93],"effectiveness":[95],"proposed":[98],"semantic":[105,111],"including":[107],"object":[108],"detection":[109],"segmentation":[112],"aerial":[114],"images.":[115],"Multi-task":[116],"source":[118],"codes":[119],"available":[121],"at":[122],"https://github.com/lhoangan/multas.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}