{"id":"https://openalex.org/W2891782302","doi":"https://doi.org/10.1109/icip.2018.8451121","title":"Sequential Knowledge Transfer in Teacher-Student Framework Using Densely Distilled Flow-Based Information","display_name":"Sequential Knowledge Transfer in Teacher-Student Framework Using Densely Distilled Flow-Based Information","publication_year":2018,"publication_date":"2018-09-07","ids":{"openalex":"https://openalex.org/W2891782302","doi":"https://doi.org/10.1109/icip.2018.8451121","mag":"2891782302"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2018.8451121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","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/A5051388567","display_name":"Doyeob Yeo","orcid":"https://orcid.org/0000-0002-6510-8763"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Doyeob Yeo","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114375862","display_name":"Ji\u2010Hoon Bae","orcid":"https://orcid.org/0000-0002-0035-5261"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ji-Roon Bae","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090549604","display_name":"Nae-Soo Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Nae-Soo Kim","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109921479","display_name":"Cheol\u2010Sig Pyo","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheol-Sig Pyo","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044320085","display_name":"Junho Yim","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junho Yim","raw_affiliation_strings":["KAIST, School of Electrical Engineering, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, School of Electrical Engineering, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100606266","display_name":"Junmo Kim","orcid":"https://orcid.org/0000-0002-7174-7932"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junmo Kim","raw_affiliation_strings":["KAIST, School of Electrical Engineering, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, School of Electrical Engineering, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.169,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.60709641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"674","last_page":"678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9976000189781189,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9969000220298767,"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/T12676","display_name":"Machine Learning and ELM","score":0.9904000163078308,"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/residual-neural-network","display_name":"Residual neural network","score":0.7618367671966553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6848813891410828},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5739351511001587},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5598336458206177},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.5454564094543457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4868023097515106},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47512346506118774},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.418935090303421},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3583366274833679},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32654762268066406},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.31137555837631226},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16311386227607727},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13616099953651428}],"concepts":[{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.7618367671966553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6848813891410828},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5739351511001587},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5598336458206177},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.5454564094543457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4868023097515106},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47512346506118774},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.418935090303421},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3583366274833679},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32654762268066406},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31137555837631226},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16311386227607727},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13616099953651428},{"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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2018.8451121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1690739335","https://openalex.org/W1821462560","https://openalex.org/W1934184906","https://openalex.org/W1947481528","https://openalex.org/W1955369839","https://openalex.org/W1978342095","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2155893237","https://openalex.org/W2156303437","https://openalex.org/W2156798906","https://openalex.org/W2163605009","https://openalex.org/W2178237821","https://openalex.org/W2194775991","https://openalex.org/W2408074187","https://openalex.org/W2461929734","https://openalex.org/W2614850301","https://openalex.org/W2739879705","https://openalex.org/W2949117887","https://openalex.org/W2962971773","https://openalex.org/W2963446712","https://openalex.org/W2963628712","https://openalex.org/W2963911037","https://openalex.org/W2964118293","https://openalex.org/W4300537377","https://openalex.org/W6637373629","https://openalex.org/W6637551013","https://openalex.org/W6638444622","https://openalex.org/W6641173728","https://openalex.org/W6682864246","https://openalex.org/W6684191040","https://openalex.org/W6685444988"],"related_works":["https://openalex.org/W3196952692","https://openalex.org/W2984708981","https://openalex.org/W4300939921","https://openalex.org/W2964350391","https://openalex.org/W2274287116","https://openalex.org/W4205117943","https://openalex.org/W3179744494","https://openalex.org/W4362670567","https://openalex.org/W2983358626","https://openalex.org/W3160076723"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"iterative":[4],"sequential":[5],"knowledge":[6,36],"transfer":[7],"(KT)":[8],"technique":[9],"suitable":[10],"for":[11,25],"teacher-student":[12],"framework":[13],"(TSF)-based":[14],"image":[15],"classification":[16,80],"when":[17],"a":[18],"state-of-the-art":[19],"residual":[20],"network":[21],"(ResNet)":[22],"is":[23],"used":[24],"the":[26,40,43,46,55,59,67,70,86],"TSF.":[27],"To":[28],"this":[29,93],"end,":[30],"we":[31,50],"first":[32],"extracted":[33,61],"densely":[34,60],"distilled":[35],"in":[37,45,77,92],"terms":[38,78],"of":[39,79],"flow":[41],"between":[42],"layers":[44],"teacher":[47,63],"ResNet.":[48],"Subsequently,":[49],"iteratively":[51],"and":[52,82],"sequentially":[53],"trained":[54,71],"student":[56,72],"ResNet":[57,73],"using":[58,66],"flow-based":[62],"information.":[64],"When":[65],"proposed":[68],"method,":[69],"exhibited":[74],"better":[75],"performance":[76],"accuracy":[81],"fast":[83],"learning":[84],"than":[85],"existing":[87],"TSF-based":[88],"KT":[89],"methods":[90],"considered":[91],"study.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}