{"id":"https://openalex.org/W4403488609","doi":"https://doi.org/10.3233/faia240510","title":"Adversarial Erasing Transformer for Weakly Supervised Semantic Segmentation","display_name":"Adversarial Erasing Transformer for Weakly Supervised Semantic Segmentation","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403488609","doi":"https://doi.org/10.3233/faia240510"},"language":"en","primary_location":{"id":"doi:10.3233/faia240510","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240510","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240510","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240510","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007047764","display_name":"Bingfeng Zhang","orcid":"https://orcid.org/0000-0001-5751-2873"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bingfeng Zhang","raw_affiliation_strings":["China University of Petroleum (East China)"],"affiliations":[{"raw_affiliation_string":"China University of Petroleum (East China)","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101991085","display_name":"Siyue Yu","orcid":"https://orcid.org/0009-0006-6749-4318"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyue Yu","raw_affiliation_strings":["Xi\u2019an Jiaotong-Liverpool University"],"affiliations":[{"raw_affiliation_string":"Xi\u2019an Jiaotong-Liverpool University","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109748136","display_name":"Xuru Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuru Gao","raw_affiliation_strings":["China University of Petroleum (East China)"],"affiliations":[{"raw_affiliation_string":"China University of Petroleum (East China)","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017171970","display_name":"Mingjie Sun","orcid":"https://orcid.org/0000-0002-3697-7927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingjie Sun","raw_affiliation_strings":["Soochow University"],"affiliations":[{"raw_affiliation_string":"Soochow University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033755146","display_name":"Eng Gee Lim","orcid":"https://orcid.org/0000-0003-0199-7386"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Eng Gee Lim","raw_affiliation_strings":["Xi\u2019an Jiaotong-Liverpool University"],"affiliations":[{"raw_affiliation_string":"Xi\u2019an Jiaotong-Liverpool University","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011918180","display_name":"Jimin Xiao","orcid":"https://orcid.org/0000-0002-9416-2486"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jimin Xiao","raw_affiliation_strings":["Xi\u2019an Jiaotong-Liverpool University"],"affiliations":[{"raw_affiliation_string":"Xi\u2019an Jiaotong-Liverpool University","institution_ids":["https://openalex.org/I69356397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007047764"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":0.7962,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75118058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9226999878883362,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9226999878883362,"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/adversarial-system","display_name":"Adversarial system","score":0.7716864347457886},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6810911893844604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6472823619842529},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6168418526649475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5819259285926819},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4676603376865387},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3352775275707245},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10663425922393799},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08688640594482422}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7716864347457886},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6810911893844604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6472823619842529},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6168418526649475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5819259285926819},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4676603376865387},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3352775275707245},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10663425922393799},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08688640594482422},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia240510","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240510","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240510","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia240510","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240510","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240510","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403488609.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Weakly":[0],"supervised":[1,37],"semantic":[2,38],"segmentation":[3],"has":[4],"attracted":[5],"a":[6,70,172,213],"lot":[7],"of":[8],"attention":[9,87,95,126],"recently.":[10],"Previous":[11],"methods":[12,42],"can":[13,57,92,152],"be":[14,144,153],"divided":[15],"into":[16],"two":[17],"types,":[18],"which":[19],"are":[20],"single-stage":[21],"training":[22,33],"and":[23,77,200],"multi-stage":[24,32],"training.":[25],"In":[26,180],"this":[27,83,181],"paper,":[28],"we":[29,66,114,170],"focus":[30],"on":[31,177,193,203],"for":[34,52,155],"image-level":[35,111],"weakly":[36],"segmentation.":[39],"Many":[40],"recent":[41,186],"have":[43],"tried":[44],"to":[45,61,74,96,104,130,146,161],"use":[46],"transformer":[47,91,119],"architecture":[48],"as":[49],"the":[50,86,90,97,194,204],"backbone":[51,71],"CAM":[53,63,158],"generation":[54],"since":[55],"it":[56],"capture":[58,105],"global":[59],"relationships":[60,109],"refine":[62],"accurately.":[64],"However,":[65],"observe":[67],"that":[68,82],"such":[69],"still":[72],"fails":[73],"generate":[75],"complete":[76],"smooth":[78],"CAM.":[79],"We":[80],"argue":[81],"is":[84,102,128,211],"because":[85],"mechanism":[88,127,175],"in":[89],"only":[93],"pay":[94],"most":[98],"discriminative":[99],"relationships.":[100,135],"It":[101],"difficult":[103],"semantic-level":[106],"long-range":[107],"pair-wise":[108,134],"under":[110],"supervision.":[112],"Thus,":[113,148],"propose":[115,171],"an":[116,124],"adversarial":[117],"erasing":[118,125],"network":[120,165],"called":[121],"AETN,":[122],"where":[123],"designed":[129],"establish":[131],"more":[132,140,156],"extensive":[133],"To":[136],"cope":[137],"with":[138],"erasing,":[139],"target":[141],"features":[142],"will":[143],"forced":[145],"activate.":[147],"better":[149,167],"feature":[150,168],"representation":[151],"obtained":[154],"accurate":[157],"generation.":[159],"Besides,":[160],"further":[162],"help":[163],"our":[164,183],"learn":[166],"representation,":[169],"self-consistent":[173],"learning":[174],"based":[176],"different":[178],"augmentations.":[179],"way,":[182],"AETN":[184,189],"outperforms":[185],"methods.":[187],"Our":[188],"achieves":[190],"73.0":[191],"mIoU":[192,202],"PASCAL":[195,205],"VOC":[196,206],"2012":[197,207],"val":[198],"set":[199],"73.9":[201],"test":[208],"set.":[209],"Code":[210],"available":[212],"https://github.com/siyueyu/AETN.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
