{"id":"https://openalex.org/W4312836939","doi":"https://doi.org/10.1007/978-3-031-20056-4_26","title":"Max Pooling with\u00a0Vision Transformers Reconciles Class and\u00a0Shape in\u00a0Weakly Supervised Semantic Segmentation","display_name":"Max Pooling with\u00a0Vision Transformers Reconciles Class and\u00a0Shape in\u00a0Weakly Supervised Semantic Segmentation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312836939","doi":"https://doi.org/10.1007/978-3-031-20056-4_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20056-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20056-4_26","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":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11573/1664986","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035435578","display_name":"Simone Rossetti","orcid":"https://orcid.org/0000-0002-5344-7872"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Rossetti","raw_affiliation_strings":["DIAG, Sapienza, Rome, Italy","DeepPlants, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"DIAG, Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"DeepPlants, Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065325257","display_name":"Damiano Zappia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Damiano Zappia","raw_affiliation_strings":["DeepPlants, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"DeepPlants, Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012726788","display_name":"Marta Sanzari","orcid":"https://orcid.org/0000-0002-4640-9122"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Sanzari","raw_affiliation_strings":["DIAG, Sapienza, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"DIAG, Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040566508","display_name":"Marco Schaerf","orcid":"https://orcid.org/0000-0002-2016-1966"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Schaerf","raw_affiliation_strings":["DIAG, Sapienza, Rome, Italy","DeepPlants, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"DIAG, Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"DeepPlants, Rome, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016025950","display_name":"Fiora Pirri","orcid":"https://orcid.org/0000-0001-8665-9807"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fiora Pirri","raw_affiliation_strings":["DIAG, Sapienza, Rome, Italy","DeepPlants, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"DIAG, Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"DeepPlants, Rome, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035435578"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.3382,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.97847842,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"446","last_page":"463"},"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":0.9998000264167786,"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":0.9997000098228455,"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/computer-science","display_name":"Computer science","score":0.7896209955215454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7087400555610657},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6730214357376099},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6644861102104187},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6297145485877991},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.573695182800293},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4828398823738098},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.4821564555168152},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.4744592607021332},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4153098464012146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41507411003112793},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3640351891517639},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13103684782981873}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896209955215454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7087400555610657},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6730214357376099},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6644861102104187},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6297145485877991},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.573695182800293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4828398823738098},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.4821564555168152},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.4744592607021332},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4153098464012146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41507411003112793},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3640351891517639},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13103684782981873},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-20056-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20056-4_26","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:iris.uniroma1.it:11573/1664986","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1664986","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.uniroma1.it:11573/1664986","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1664986","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2117539524","https://openalex.org/W2133515615","https://openalex.org/W2144794286","https://openalex.org/W2195388612","https://openalex.org/W2295107390","https://openalex.org/W2306289963","https://openalex.org/W2412782625","https://openalex.org/W2585521554","https://openalex.org/W2600144439","https://openalex.org/W2755136704","https://openalex.org/W2798376494","https://openalex.org/W2799124825","https://openalex.org/W2957702778","https://openalex.org/W2962758679","https://openalex.org/W2962867364","https://openalex.org/W2963045696","https://openalex.org/W2963299740","https://openalex.org/W2963870605","https://openalex.org/W2964309882","https://openalex.org/W2982093251","https://openalex.org/W2991083560","https://openalex.org/W2997851315","https://openalex.org/W3034333089","https://openalex.org/W3034373787","https://openalex.org/W3034930876","https://openalex.org/W3035703639","https://openalex.org/W3098191145","https://openalex.org/W3100040694","https://openalex.org/W3102659010","https://openalex.org/W3103376464","https://openalex.org/W3107653507","https://openalex.org/W3145450063","https://openalex.org/W3159481202","https://openalex.org/W3166286626","https://openalex.org/W3169761117","https://openalex.org/W3175456851","https://openalex.org/W3175643965","https://openalex.org/W3175722450","https://openalex.org/W3177958285","https://openalex.org/W3183732083","https://openalex.org/W3202299736","https://openalex.org/W3202524699","https://openalex.org/W3203036314","https://openalex.org/W3209100348","https://openalex.org/W4226158211","https://openalex.org/W4286905173","https://openalex.org/W4288083516","https://openalex.org/W4312509967","https://openalex.org/W4312566218","https://openalex.org/W4312647976","https://openalex.org/W4312680544","https://openalex.org/W4312709262","https://openalex.org/W4312745848","https://openalex.org/W4313052647","https://openalex.org/W4313153210"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2931688134","https://openalex.org/W2626256601","https://openalex.org/W2377919138","https://openalex.org/W2900413183","https://openalex.org/W4390975304","https://openalex.org/W2378857091","https://openalex.org/W147410782","https://openalex.org/W4256502920","https://openalex.org/W103652678"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
