{"id":"https://openalex.org/W4308893242","doi":"https://doi.org/10.1137/23m1545628","title":"Training Adaptive Reconstruction Networks for Blind Inverse Problems","display_name":"Training Adaptive Reconstruction Networks for Blind Inverse Problems","publication_year":2024,"publication_date":"2024-06-21","ids":{"openalex":"https://openalex.org/W4308893242","doi":"https://doi.org/10.1137/23m1545628"},"language":"en","primary_location":{"id":"doi:10.1137/23m1545628","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1545628","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03585120v5/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034538691","display_name":"Alban Gossard","orcid":"https://orcid.org/0000-0001-6782-5080"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alban Gossard","raw_affiliation_strings":["Institut de Math\u00e9matiques de Toulouse (IMT), Universit\u00e9 de Toulouse, CNRS, France"],"raw_orcid":"https://orcid.org/0000-0001-6782-5080","affiliations":[{"raw_affiliation_string":"Institut de Math\u00e9matiques de Toulouse (IMT), Universit\u00e9 de Toulouse, CNRS, France","institution_ids":["https://openalex.org/I4210098964","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101934388","display_name":"Pierre Weiss","orcid":"https://orcid.org/0000-0001-9083-214X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Weiss","raw_affiliation_strings":["Institut de Recherche en Informatique de Toulouse (IRIT) et Centre de Biologie Int\u00e9grative (CBI), \u00e9quipe MCD, CNRS, Universit\u00e9 de Toulouse, France","IRIT-SC - Signal et Communications (IRIT\r\n2 rue Charles Camichel \r\n31071 Toulouse Cedex 7 - France)"],"raw_orcid":"https://orcid.org/0000-0001-9083-214X","affiliations":[{"raw_affiliation_string":"Institut de Recherche en Informatique de Toulouse (IRIT) et Centre de Biologie Int\u00e9grative (CBI), \u00e9quipe MCD, CNRS, Universit\u00e9 de Toulouse, France","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"IRIT-SC - Signal et Communications (IRIT\r\n2 rue Charles Camichel \r\n31071 Toulouse Cedex 7 - France)","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5162,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88429877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"2","first_page":"1314","last_page":"1346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11183","display_name":"Advanced X-ray Imaging Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.8552854061126709},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.7459977269172668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.559772789478302},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5394317507743835},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5072367191314697},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4868756830692291},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.47436556220054626},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4504117965698242},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4335760176181793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3969399333000183},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3441919684410095},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.330300509929657},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32195696234703064},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3208200931549072},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.3047019839286804},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2874440550804138},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08188802003860474}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.8552854061126709},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.7459977269172668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.559772789478302},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5394317507743835},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5072367191314697},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4868756830692291},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.47436556220054626},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4504117965698242},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4335760176181793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3969399333000183},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3441919684410095},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.330300509929657},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32195696234703064},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3208200931549072},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.3047019839286804},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2874440550804138},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08188802003860474},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1137/23m1545628","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1545628","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03585120v5","is_oa":true,"landing_page_url":"https://hal.science/hal-03585120v5/file/Training_Adaptive_Reconstruction_Networks_for_Blind_Inverse_Problems.pdf","pdf_url":"https://hal.science/hal-03585120v5/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"SIAM Journal on Imaging Sciences, 2024, 17 (2), pp.1314 - 1346. ⟨10.1137/23M1545628⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03585120v5","is_oa":true,"landing_page_url":"https://hal.science/hal-03585120v5/file/Training_Adaptive_Reconstruction_Networks_for_Blind_Inverse_Problems.pdf","pdf_url":"https://hal.science/hal-03585120v5/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"SIAM Journal on Imaging Sciences, 2024, 17 (2), pp.1314 - 1346. ⟨10.1137/23M1545628⟩","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1092609934","display_name":"Blind inverse problems and optical microscopy","funder_award_id":"ANR-21-CE48-0008","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G1938070154","display_name":"Artificial and Natural Intelligence Toulouse Institute","funder_award_id":"ANR-19-P3IA-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3879958799","display_name":null,"funder_award_id":"19-PI3A-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4643022693","display_name":null,"funder_award_id":"ANR-11-LABX-0040","funder_id":"https://openalex.org/F4320335230","funder_display_name":"Centre International de Math\u00e9matiques et Informatique de Toulouse"},{"id":"https://openalex.org/G602161992","display_name":null,"funder_award_id":"ANR-19-PI3A-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7786692064","display_name":"Centre International de Math\u00e9matiques et d'Informatique (de Toulouse)","funder_award_id":"ANR-11-LABX-0040","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8318455765","display_name":null,"funder_award_id":"ANR-19","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"},{"id":"https://openalex.org/F4320326256","display_name":"Grand \u00c9quipement National De Calcul Intensif","ror":"https://ror.org/0010d1q40"},{"id":"https://openalex.org/F4320335230","display_name":"Centre International de Math\u00e9matiques et Informatique de Toulouse","ror":"https://ror.org/017tgbk05"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4308893242.pdf"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W244729084","https://openalex.org/W250076511","https://openalex.org/W1457323852","https://openalex.org/W1561562988","https://openalex.org/W1750178649","https://openalex.org/W1932583502","https://openalex.org/W1946620893","https://openalex.org/W1964010039","https://openalex.org/W1986649315","https://openalex.org/W1987075379","https://openalex.org/W2027231794","https://openalex.org/W2051434435","https://openalex.org/W2059157514","https://openalex.org/W2067689904","https://openalex.org/W2103559027","https://openalex.org/W2103913786","https://openalex.org/W2111388536","https://openalex.org/W2130859329","https://openalex.org/W2140867429","https://openalex.org/W2145096794","https://openalex.org/W2396267364","https://openalex.org/W2424389834","https://openalex.org/W2559655401","https://openalex.org/W2560447554","https://openalex.org/W2574952845","https://openalex.org/W2597289420","https://openalex.org/W2604388535","https://openalex.org/W2607406448","https://openalex.org/W2611467245","https://openalex.org/W2738743584","https://openalex.org/W2773850766","https://openalex.org/W2784344583","https://openalex.org/W2788790154","https://openalex.org/W2803224943","https://openalex.org/W2911290743","https://openalex.org/W2915235222","https://openalex.org/W2920792988","https://openalex.org/W2952020389","https://openalex.org/W2978079668","https://openalex.org/W2990138404","https://openalex.org/W3003650457","https://openalex.org/W3017940382","https://openalex.org/W3039767486","https://openalex.org/W3096647320","https://openalex.org/W3098020164","https://openalex.org/W3100730608","https://openalex.org/W3101765447","https://openalex.org/W3103586216","https://openalex.org/W3106135392","https://openalex.org/W3124990827","https://openalex.org/W3157723514","https://openalex.org/W3167568784","https://openalex.org/W3172058019","https://openalex.org/W3173429772","https://openalex.org/W3179592584","https://openalex.org/W3197744105","https://openalex.org/W3202382655","https://openalex.org/W4212774754","https://openalex.org/W4214815024","https://openalex.org/W4233764193","https://openalex.org/W4238746485","https://openalex.org/W4249760698","https://openalex.org/W4281980169","https://openalex.org/W4286611187","https://openalex.org/W4290044043","https://openalex.org/W4295970294","https://openalex.org/W4312210748","https://openalex.org/W4312620360","https://openalex.org/W4366446336","https://openalex.org/W4385938192"],"related_works":["https://openalex.org/W2031788393","https://openalex.org/W791927757","https://openalex.org/W2182590612","https://openalex.org/W3153582293","https://openalex.org/W2905397092","https://openalex.org/W2269775642","https://openalex.org/W3080537281","https://openalex.org/W2289746762","https://openalex.org/W2139384960","https://openalex.org/W2594717635"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}