{"id":"https://openalex.org/W2486600679","doi":"https://doi.org/10.1007/978-3-319-46478-7_45","title":"Collaborative Layer-Wise Discriminative Learning in Deep Neural Networks","display_name":"Collaborative Layer-Wise Discriminative Learning in Deep Neural Networks","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2486600679","doi":"https://doi.org/10.1007/978-3-319-46478-7_45","mag":"2486600679"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-46478-7_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46478-7_45","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":"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/A5101828825","display_name":"Xiaojie Jin","orcid":"https://orcid.org/0000-0003-2789-0923"},"institutions":[{"id":"https://openalex.org/I4210126319","display_name":"Duke-NUS Medical School","ror":"https://ror.org/02j1m6098","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596","https://openalex.org/I170897317","https://openalex.org/I4210126319"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Xiaojie Jin","raw_affiliation_strings":["NUS Graduate School for Integrative Science and Engineering, NUS, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NUS Graduate School for Integrative Science and Engineering, NUS, Singapore, Singapore","institution_ids":["https://openalex.org/I4210126319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029978692","display_name":"Yunpeng Chen","orcid":"https://orcid.org/0000-0002-9830-8980"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yunpeng Chen","raw_affiliation_strings":["Department of ECE, NUS, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ECE, NUS, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008141914","display_name":"Jian Dong","orcid":"https://orcid.org/0000-0002-3302-4477"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Dong","raw_affiliation_strings":["360 AI Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"360 AI Institute, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100668696","display_name":"Jiashi Feng","orcid":"https://orcid.org/0000-0001-6843-0064"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiashi Feng","raw_affiliation_strings":["Department of ECE, NUS, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ECE, NUS, Singapore, Singapore","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100381753","display_name":"Shuicheng Yan","orcid":"https://orcid.org/0000-0001-8906-3777"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuicheng Yan","raw_affiliation_strings":["360 AI Institute, Beijing, China","Department of ECE, NUS, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"360 AI Institute, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Department of ECE, NUS, Singapore, Singapore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101828825"],"corresponding_institution_ids":["https://openalex.org/I4210126319"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.7189,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95951192,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"733","last_page":"749"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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":0.9997000098228455,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"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/discriminative-model","display_name":"Discriminative model","score":0.9020600318908691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.855069637298584},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.7924001216888428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7670102119445801},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7255884408950806},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6015640497207642},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5441973209381104},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5405013561248779},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5308628678321838},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5047847032546997},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.49657994508743286},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.46281325817108154},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09949636459350586}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9020600318908691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.855069637298584},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.7924001216888428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7670102119445801},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7255884408950806},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6015640497207642},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5441973209381104},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5405013561248779},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5308628678321838},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5047847032546997},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.49657994508743286},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.46281325817108154},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09949636459350586},{"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:10.1007/978-3-319-46478-7_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46478-7_45","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W300523764","https://openalex.org/W845365781","https://openalex.org/W1567302070","https://openalex.org/W1569512666","https://openalex.org/W1665214252","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1799366690","https://openalex.org/W1849277567","https://openalex.org/W1903029394","https://openalex.org/W1905882502","https://openalex.org/W1907282891","https://openalex.org/W1948751323","https://openalex.org/W2000335122","https://openalex.org/W2022508996","https://openalex.org/W2033154814","https://openalex.org/W2072128103","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2100495367","https://openalex.org/W2102605133","https://openalex.org/W2107215754","https://openalex.org/W2108598243","https://openalex.org/W2109517492","https://openalex.org/W2117539524","https://openalex.org/W2119821739","https://openalex.org/W2130325614","https://openalex.org/W2134670479","https://openalex.org/W2145287260","https://openalex.org/W2147880316","https://openalex.org/W2155893237","https://openalex.org/W2172010943","https://openalex.org/W2194775991","https://openalex.org/W2201305792","https://openalex.org/W2216949779","https://openalex.org/W2258484932","https://openalex.org/W2526855650","https://openalex.org/W2618530766","https://openalex.org/W2799061466","https://openalex.org/W2903950532","https://openalex.org/W2963628945","https://openalex.org/W3097096317","https://openalex.org/W4231109964","https://openalex.org/W6600001191","https://openalex.org/W6600160826"],"related_works":["https://openalex.org/W3156786002","https://openalex.org/W2112343299","https://openalex.org/W2905846897","https://openalex.org/W2952582289","https://openalex.org/W4310989423","https://openalex.org/W564581980","https://openalex.org/W3158264953","https://openalex.org/W4221015625","https://openalex.org/W2888503998","https://openalex.org/W4293087779"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
