{"id":"https://openalex.org/W4404852968","doi":"https://doi.org/10.1007/978-3-031-78186-5_17","title":"On Divergence-Free Neural ODE for\u00a0Classification","display_name":"On Divergence-Free Neural ODE for\u00a0Classification","publication_year":2024,"publication_date":"2024-11-29","ids":{"openalex":"https://openalex.org/W4404852968","doi":"https://doi.org/10.1007/978-3-031-78186-5_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78186-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78186-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://imt-atlantique.hal.science/hal-05120232/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114882901","display_name":"Zakaria Jarraya","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Zakaria Jarraya","raw_affiliation_strings":["IMT Atlantique, LaTIM U1101 INSERM, Brest, France","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","IMT Atlantique - DSD - D\u00e9partement de Science des Donn\u00e9es (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, LaTIM U1101 INSERM, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I154526488"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]},{"raw_affiliation_string":"IMT Atlantique - DSD - D\u00e9partement de Science des Donn\u00e9es (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)","institution_ids":["https://openalex.org/I4210127572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046811680","display_name":"Lucas Drumetz","orcid":"https://orcid.org/0000-0003-3362-703X"},"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/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lucas Drumetz","raw_affiliation_strings":["IMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, France","ODYSSEY - Oc\u00e9an Dynamique Observations Analyse (Campus de Beaulieu - 35042 Rennes cedex - France)","IMT Atlantique - MEE - D\u00e9partement Mathematical and Electrical Engineering (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)","Lab-STICC_OSE - Equipe Observations Signal & Environnement (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I1294671590","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"ODYSSEY - Oc\u00e9an Dynamique Observations Analyse (Campus de Beaulieu - 35042 Rennes cedex - France)","institution_ids":[]},{"raw_affiliation_string":"IMT Atlantique - MEE - D\u00e9partement Mathematical and Electrical Engineering (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC_OSE - Equipe Observations Signal & Environnement (France)","institution_ids":["https://openalex.org/I161929037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017924497","display_name":"Simon Bena\u00efchouche","orcid":null},"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/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Simon Bena\u00efchouche","raw_affiliation_strings":["IMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, France","ODYSSEY - Oc\u00e9an Dynamique Observations Analyse (Campus de Beaulieu - 35042 Rennes cedex - France)","IMT Atlantique - MEE - D\u00e9partement Mathematical and Electrical Engineering (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I1294671590","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"ODYSSEY - Oc\u00e9an Dynamique Observations Analyse (Campus de Beaulieu - 35042 Rennes cedex - France)","institution_ids":[]},{"raw_affiliation_string":"IMT Atlantique - MEE - D\u00e9partement Mathematical and Electrical Engineering (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)","institution_ids":["https://openalex.org/I4210127572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042773181","display_name":"D. Ben Salem","orcid":"https://orcid.org/0000-0001-5532-2208"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I4210165259","display_name":"H\u00f4pital Maison Blanche","ror":"https://ror.org/054bptx32","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210165259"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Douraied Ben Salem","raw_affiliation_strings":["Univ Brest, CHU Brest, UMR 1101, 29200, Brest, France","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","Service de Neuroradiologie [Brest] (H\u00f4pital de la Cavale Blanche Boulevard TANGUY PRIGENT - 29609 Brest cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Brest, CHU Brest, UMR 1101, 29200, Brest, France","institution_ids":["https://openalex.org/I4210132604","https://openalex.org/I161929037"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]},{"raw_affiliation_string":"Service de Neuroradiologie [Brest] (H\u00f4pital de la Cavale Blanche Boulevard TANGUY PRIGENT - 29609 Brest cedex - France)","institution_ids":["https://openalex.org/I4210165259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045707906","display_name":"Fran\u00e7ois Rousseau","orcid":"https://orcid.org/0000-0001-9837-7487"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Rousseau","raw_affiliation_strings":["IMT Atlantique, LaTIM U1101 INSERM, Brest, France","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","IMT Atlantique - DSD - D\u00e9partement de Science des Donn\u00e9es (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, LaTIM U1101 INSERM, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I154526488"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]},{"raw_affiliation_string":"IMT Atlantique - DSD - D\u00e9partement de Science des Donn\u00e9es (IMT Atlantique - Campus de Brest - Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 - France)","institution_ids":["https://openalex.org/I4210127572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5114882901"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210127572","https://openalex.org/I4210161065"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67825133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"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/T10320","display_name":"Neural Networks and Applications","score":0.989799976348877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ode","display_name":"Ode","score":0.8902232646942139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7846007347106934},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.6637378931045532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.485996812582016},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47453224658966064},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.27421411871910095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13360154628753662}],"concepts":[{"id":"https://openalex.org/C34862557","wikidata":"https://www.wikidata.org/wiki/Q178985","display_name":"Ode","level":2,"score":0.8902232646942139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7846007347106934},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.6637378931045532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.485996812582016},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47453224658966064},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.27421411871910095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13360154628753662},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-78186-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78186-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05120232v1","is_oa":true,"landing_page_url":"https://imt-atlantique.hal.science/hal-05120232","pdf_url":"https://imt-atlantique.hal.science/hal-05120232/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":"ICPR 2024: 27th International Conference on Pattern Recognition, Dec 2024, Kolkata, India. pp.254-265, ⟨10.1007/978-3-031-78186-5_17⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05120232v1","is_oa":true,"landing_page_url":"https://imt-atlantique.hal.science/hal-05120232","pdf_url":"https://imt-atlantique.hal.science/hal-05120232/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":"ICPR 2024: 27th International Conference on Pattern Recognition, Dec 2024, Kolkata, India. pp.254-265, ⟨10.1007/978-3-031-78186-5_17⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404852968.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2302255633","https://openalex.org/W2520774990","https://openalex.org/W2612252966","https://openalex.org/W2899283552","https://openalex.org/W2947179935","https://openalex.org/W2992005611","https://openalex.org/W3093235747","https://openalex.org/W3098011980","https://openalex.org/W3111657519","https://openalex.org/W4255754126","https://openalex.org/W4285159933","https://openalex.org/W4388152645"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2371448224","https://openalex.org/W3134495997","https://openalex.org/W2363680170","https://openalex.org/W2376428685","https://openalex.org/W4256082577","https://openalex.org/W625783435","https://openalex.org/W2048742619"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}