{"id":"https://openalex.org/W4407037532","doi":"https://doi.org/10.1007/978-3-031-79041-6_21","title":"A Contrastive Meta-learning Approach with\u00a0Isotropic Sparse Decomposition for\u00a0Scalable Audio-Visual Learning","display_name":"A Contrastive Meta-learning Approach with\u00a0Isotropic Sparse Decomposition for\u00a0Scalable Audio-Visual Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407037532","doi":"https://doi.org/10.1007/978-3-031-79041-6_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-79041-6_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-79041-6_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"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/A5001061933","display_name":"Dhruv Dixit","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhruv Dixit","raw_affiliation_strings":["Department of Chemical Engineering, BITS Pilani Hyderabad Campus, Hyderabad, 500078, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, BITS Pilani Hyderabad Campus, Hyderabad, 500078, Telangana, India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110587949","display_name":"Paritosh Pandey","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Paritosh Pandey","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, 632004, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, 632004, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031931149","display_name":"Rahul Jha","orcid":"https://orcid.org/0000-0002-0239-6972"},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raman Jha","raw_affiliation_strings":["Department of Computer Engineering, Savitribai Phule Pune University, Pune, 411007, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Savitribai Phule Pune University, Pune, 411007, Maharashtra, India","institution_ids":["https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069398403","display_name":"Pranshul Bhatnagar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranshul Bhatnagar","raw_affiliation_strings":["Department of Chemical Engineering, BITS Pilani Hyderabad Campus, Hyderabad, 500078, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, BITS Pilani Hyderabad Campus, Hyderabad, 500078, Telangana, India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000163721","display_name":"Shashank Mouli Satapathy","orcid":"https://orcid.org/0000-0002-1665-8101"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shashank Mouli Satapathy","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, 632004, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0002-1665-8101","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, 632004, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000163721"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9896000027656555,"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":0.7309295535087585},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5625067353248596},{"id":"https://openalex.org/keywords/audio-visual","display_name":"Audio visual","score":0.5429880023002625},{"id":"https://openalex.org/keywords/dictionary-learning","display_name":"Dictionary learning","score":0.5114878416061401},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.49126189947128296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43975183367729187},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40839311480522156},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2535766363143921},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.18715643882751465},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07522603869438171},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.03768530488014221}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7309295535087585},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5625067353248596},{"id":"https://openalex.org/C3017588708","wikidata":"https://www.wikidata.org/wiki/Q758901","display_name":"Audio visual","level":2,"score":0.5429880023002625},{"id":"https://openalex.org/C2988886741","wikidata":"https://www.wikidata.org/wiki/Q25304494","display_name":"Dictionary learning","level":3,"score":0.5114878416061401},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.49126189947128296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43975183367729187},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40839311480522156},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2535766363143921},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.18715643882751465},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07522603869438171},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.03768530488014221},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-79041-6_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-79041-6_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2146842127","https://openalex.org/W2560730294","https://openalex.org/W2561715562","https://openalex.org/W2904452845","https://openalex.org/W2971048662","https://openalex.org/W2980339970","https://openalex.org/W3034658206","https://openalex.org/W3035218869","https://openalex.org/W3174159092","https://openalex.org/W3175335326","https://openalex.org/W3175514052","https://openalex.org/W3176020109","https://openalex.org/W4214540058","https://openalex.org/W4214604251","https://openalex.org/W4221167476","https://openalex.org/W4282005462","https://openalex.org/W4283802608","https://openalex.org/W4283820566","https://openalex.org/W4285143864","https://openalex.org/W4312380001","https://openalex.org/W4312884055","https://openalex.org/W4386113246","https://openalex.org/W4390871554","https://openalex.org/W4396734551","https://openalex.org/W4402703062","https://openalex.org/W6600686112","https://openalex.org/W6607316171"],"related_works":["https://openalex.org/W2271369634","https://openalex.org/W3147472394","https://openalex.org/W2047100085","https://openalex.org/W2350550760","https://openalex.org/W578794879","https://openalex.org/W2625296515","https://openalex.org/W3137890128","https://openalex.org/W1984634519","https://openalex.org/W4245955731","https://openalex.org/W2393726419"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}