{"id":"https://openalex.org/W3092310353","doi":"https://doi.org/10.1007/978-3-030-59719-1_37","title":"LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation","display_name":"LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3092310353","doi":"https://doi.org/10.1007/978-3-030-59719-1_37","mag":"3092310353"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59719-1_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59719-1_37","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101615234","display_name":"Wentao Zhu","orcid":"https://orcid.org/0000-0002-7505-9512"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wentao Zhu","raw_affiliation_strings":["NVIDIA, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Bethesda, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070998415","display_name":"Can Zhao","orcid":"https://orcid.org/0000-0001-7286-3452"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Can Zhao","raw_affiliation_strings":["NVIDIA, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Bethesda, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461989","display_name":"Wenqi Li","orcid":"https://orcid.org/0000-0003-1081-2830"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenqi Li","raw_affiliation_strings":["NVIDIA, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Bethesda, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043710204","display_name":"Holger R. Roth","orcid":"https://orcid.org/0000-0002-3662-8743"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Holger Roth","raw_affiliation_strings":["NVIDIA, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Bethesda, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039608149","display_name":"Ziyue Xu","orcid":"https://orcid.org/0000-0002-5728-6869"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziyue Xu","raw_affiliation_strings":["NVIDIA, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Bethesda, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052339079","display_name":"Daguang Xu","orcid":"https://orcid.org/0000-0002-4621-881X"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daguang Xu","raw_affiliation_strings":["NVIDIA, Bethesda, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Bethesda, USA","institution_ids":["https://openalex.org/I4210127875"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101615234"],"corresponding_institution_ids":["https://openalex.org/I4210127875"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3859,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.88541084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"374","last_page":"384"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":1.0,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9997000098228455,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9984999895095825,"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":0.8822450637817383},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.8494741916656494},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.6437576413154602},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6154086589813232},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5686832070350647},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5364834070205688},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5301704406738281},{"id":"https://openalex.org/keywords/implicit-parallelism","display_name":"Implicit parallelism","score":0.5194491744041443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5184433460235596},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5065215826034546},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.5041934251785278},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47278308868408203},{"id":"https://openalex.org/keywords/task-parallelism","display_name":"Task parallelism","score":0.4683957099914551},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3312310576438904},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0675508975982666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8822450637817383},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.8494741916656494},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.6437576413154602},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6154086589813232},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5686832070350647},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5364834070205688},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5301704406738281},{"id":"https://openalex.org/C3543717","wikidata":"https://www.wikidata.org/wiki/Q6007302","display_name":"Implicit parallelism","level":4,"score":0.5194491744041443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5184433460235596},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5065215826034546},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.5041934251785278},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47278308868408203},{"id":"https://openalex.org/C42992933","wikidata":"https://www.wikidata.org/wiki/Q691169","display_name":"Task parallelism","level":3,"score":0.4683957099914551},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3312310576438904},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0675508975982666},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-59719-1_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59719-1_37","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W71081281","https://openalex.org/W1901129140","https://openalex.org/W2083927153","https://openalex.org/W2108598243","https://openalex.org/W2296073425","https://openalex.org/W2346062110","https://openalex.org/W2593013519","https://openalex.org/W2600642189","https://openalex.org/W2734349601","https://openalex.org/W2750806355","https://openalex.org/W2752782242","https://openalex.org/W2885097243","https://openalex.org/W2900096133","https://openalex.org/W2900237898","https://openalex.org/W2901299405","https://openalex.org/W2912989244","https://openalex.org/W2915126261","https://openalex.org/W2953037591","https://openalex.org/W2963341956","https://openalex.org/W2963420686","https://openalex.org/W2963684275","https://openalex.org/W2963777800","https://openalex.org/W2963802513","https://openalex.org/W2966434031","https://openalex.org/W2969388332","https://openalex.org/W2979636319","https://openalex.org/W2979824959","https://openalex.org/W2991040477","https://openalex.org/W3018854579","https://openalex.org/W3100316314","https://openalex.org/W3105390480","https://openalex.org/W3129831491","https://openalex.org/W6601630192","https://openalex.org/W6702248584","https://openalex.org/W6756379755"],"related_works":["https://openalex.org/W2003935582","https://openalex.org/W74409296","https://openalex.org/W2950520577","https://openalex.org/W2494130044","https://openalex.org/W1554644772","https://openalex.org/W305742777","https://openalex.org/W2105992728","https://openalex.org/W2468095077","https://openalex.org/W1991844655","https://openalex.org/W2567390125"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
