{"id":"https://openalex.org/W2806226713","doi":"https://doi.org/10.1007/978-3-030-11018-5_34","title":"Targeted Kernel Networks: Faster Convolutions with Attentive Regularization","display_name":"Targeted Kernel Networks: Faster Convolutions with Attentive Regularization","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2806226713","doi":"https://doi.org/10.1007/978-3-030-11018-5_34","mag":"2806226713"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11018-5_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11018-5_34","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1806.00523","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041189908","display_name":"Kashyap Chitta","orcid":"https://orcid.org/0000-0002-3891-3230"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kashyap Chitta","raw_affiliation_strings":["The Robotics Institute, Carnegie Mellon University, Pittsburgh, USA","The Robotics Institute, Carnegie-Mellon University, Pittsburgh, USA"],"affiliations":[{"raw_affiliation_string":"The Robotics Institute, Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"The Robotics Institute, Carnegie-Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041189908"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01225391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"397"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9997000098228455,"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/kernel","display_name":"Kernel (algebra)","score":0.7661280632019043},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.7150413393974304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6977667808532715},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6699846386909485},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6527577638626099},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6071182489395142},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.5726898312568665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5307595133781433},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.46916303038597107},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.43558475375175476},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4207516014575958},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40652209520339966},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39424604177474976},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33569127321243286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2168290615081787}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7661280632019043},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7150413393974304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6977667808532715},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6699846386909485},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6527577638626099},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6071182489395142},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.5726898312568665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5307595133781433},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.46916303038597107},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.43558475375175476},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4207516014575958},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40652209520339966},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39424604177474976},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33569127321243286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2168290615081787},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-11018-5_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11018-5_34","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:arXiv.org:1806.00523","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.00523","pdf_url":"https://arxiv.org/pdf/1806.00523","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2806226713","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1806.00523.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1806.00523","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1806.00523","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1806.00523","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.00523","pdf_url":"https://arxiv.org/pdf/1806.00523","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W104184427","https://openalex.org/W566555209","https://openalex.org/W603908379","https://openalex.org/W1484210532","https://openalex.org/W1514535095","https://openalex.org/W1536680647","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1690739335","https://openalex.org/W1799366690","https://openalex.org/W1821462560","https://openalex.org/W1850742715","https://openalex.org/W1987150989","https://openalex.org/W1996901117","https://openalex.org/W1998808035","https://openalex.org/W2095705004","https://openalex.org/W2101545465","https://openalex.org/W2102605133","https://openalex.org/W2112796928","https://openalex.org/W2117876524","https://openalex.org/W2141399712","https://openalex.org/W2145287260","https://openalex.org/W2154071538","https://openalex.org/W2167215970","https://openalex.org/W2168356304","https://openalex.org/W2168894214","https://openalex.org/W2172010943","https://openalex.org/W2173180041","https://openalex.org/W2173498666","https://openalex.org/W2178031510","https://openalex.org/W2179022885","https://openalex.org/W2181101938","https://openalex.org/W2194775991","https://openalex.org/W2221625691","https://openalex.org/W2271840356","https://openalex.org/W2274287116","https://openalex.org/W2293453011","https://openalex.org/W2300242332","https://openalex.org/W2335728318","https://openalex.org/W2401231614","https://openalex.org/W2418676467","https://openalex.org/W2421475762","https://openalex.org/W2546696630","https://openalex.org/W2550553598","https://openalex.org/W2575842049","https://openalex.org/W2589142773","https://openalex.org/W2593331594","https://openalex.org/W2604998962","https://openalex.org/W2612215259","https://openalex.org/W2613718673","https://openalex.org/W2737725206","https://openalex.org/W2751777443","https://openalex.org/W2752386593","https://openalex.org/W2764024122","https://openalex.org/W2766839578","https://openalex.org/W2770201307","https://openalex.org/W2949117887","https://openalex.org/W2949829435","https://openalex.org/W2950893734","https://openalex.org/W2950967261","https://openalex.org/W2951308125","https://openalex.org/W2951638509","https://openalex.org/W2951770173","https://openalex.org/W2952432176","https://openalex.org/W2952838799","https://openalex.org/W2963087201","https://openalex.org/W2963191264","https://openalex.org/W2963446712","https://openalex.org/W2963518064","https://openalex.org/W2963896595","https://openalex.org/W2963954913","https://openalex.org/W2964121744","https://openalex.org/W2964137095","https://openalex.org/W2964217848","https://openalex.org/W2964299589","https://openalex.org/W2964350391"],"related_works":["https://openalex.org/W2962837789","https://openalex.org/W3103732786","https://openalex.org/W2990318466","https://openalex.org/W2981609494","https://openalex.org/W2793648937","https://openalex.org/W2994955197","https://openalex.org/W2982581155","https://openalex.org/W2148708551","https://openalex.org/W2951283089","https://openalex.org/W2707890836","https://openalex.org/W2553910756","https://openalex.org/W2952826672","https://openalex.org/W3090547552","https://openalex.org/W3034538858","https://openalex.org/W3172467154","https://openalex.org/W2891874923","https://openalex.org/W3023585672","https://openalex.org/W2953055086","https://openalex.org/W3202557661","https://openalex.org/W3098895240"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
