{"id":"https://openalex.org/W4407098047","doi":"https://doi.org/10.1109/tpami.2025.3535875","title":"BridgeNet: Comprehensive and Effective Feature Interactions via Bridge Feature for Multi-Task Dense Predictions","display_name":"BridgeNet: Comprehensive and Effective Feature Interactions via Bridge Feature for Multi-Task Dense Predictions","publication_year":2025,"publication_date":"2025-02-03","ids":{"openalex":"https://openalex.org/W4407098047","doi":"https://doi.org/10.1109/tpami.2025.3535875","pmid":"https://pubmed.ncbi.nlm.nih.gov/40031391"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2025.3535875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3535875","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100769097","display_name":"Jingdong Zhang","orcid":"https://orcid.org/0009-0008-6668-1140"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingdong Zhang","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-6668-1140","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102013595","display_name":"Jiayuan Fan","orcid":"https://orcid.org/0000-0001-7494-0255"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayuan Fan","raw_affiliation_strings":["Academy for Engineering and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7494-0255","affiliations":[{"raw_affiliation_string":"Academy for Engineering and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729337","display_name":"Peng Ye","orcid":"https://orcid.org/0000-0003-2149-8269"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Ye","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100335202","display_name":"Bo Zhang","orcid":"https://orcid.org/0000-0001-8052-782X"},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Zhang","raw_affiliation_strings":["Shanghai AI Laboratory, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8052-782X","affiliations":[{"raw_affiliation_string":"Shanghai AI Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000892367","display_name":"Hancheng Ye","orcid":"https://orcid.org/0000-0002-6272-2792"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hancheng Ye","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6272-2792","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087869694","display_name":"Baopu Li","orcid":"https://orcid.org/0000-0002-9032-3991"},"institutions":[{"id":"https://openalex.org/I1342911587","display_name":"Oracle (United States)","ror":"https://ror.org/006c77m33","country_code":"US","type":"company","lineage":["https://openalex.org/I1342911587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baopu Li","raw_affiliation_strings":["100 Oracle Pkwy, Redwood City, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9032-3991","affiliations":[{"raw_affiliation_string":"100 Oracle Pkwy, Redwood City, CA, USA","institution_ids":["https://openalex.org/I1342911587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047350149","display_name":"Yancheng Cai","orcid":"https://orcid.org/0000-0002-4077-8330"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yancheng Cai","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4077-8330","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021220108","display_name":"Tao Chen","orcid":"https://orcid.org/0000-0002-0779-9818"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Chen","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0779-9818","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5829,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89241659,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"47","issue":"5","first_page":"3657","last_page":"3672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9868999719619751,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9868999719619751,"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/T10028","display_name":"Topic Modeling","score":0.9815000295639038,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9693999886512756,"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/feature","display_name":"Feature (linguistics)","score":0.7559964060783386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6963984370231628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6455656290054321},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5989956855773926},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5617541670799255},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5116072297096252},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48706868290901184},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3418053984642029},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13594329357147217}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7559964060783386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6963984370231628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6455656290054321},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5989956855773926},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5617541670799255},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5116072297096252},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48706868290901184},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3418053984642029},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13594329357147217},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2025.3535875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3535875","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:40031391","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40031391","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5058943624","display_name":null,"funder_award_id":"2022ZD0160101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5491202952","display_name":"\u9762\u5411\u6709\u9650\u7b97\u529b\u548c\u6570\u636e\u8d44\u6e90\u7684\u591a\u6a21\u6001\u878d\u5408\u4e0e\u77e5\u8bc6\u63a8\u7406\u7814\u7a76","funder_award_id":"23ZR1402900","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1905829557","https://openalex.org/W2104408738","https://openalex.org/W2194775991","https://openalex.org/W2307770531","https://openalex.org/W2340897893","https://openalex.org/W2412782625","https://openalex.org/W2549401308","https://openalex.org/W2560023338","https://openalex.org/W2592939477","https://openalex.org/W2798441115","https://openalex.org/W2895401575","https://openalex.org/W2896726780","https://openalex.org/W2916798096","https://openalex.org/W2955058313","https://openalex.org/W2959581809","https://openalex.org/W2962680827","https://openalex.org/W2962864421","https://openalex.org/W2963091558","https://openalex.org/W2963370235","https://openalex.org/W2963430933","https://openalex.org/W2963591054","https://openalex.org/W2963877604","https://openalex.org/W2963881378","https://openalex.org/W2964221239","https://openalex.org/W2964247799","https://openalex.org/W2964304707","https://openalex.org/W2966182616","https://openalex.org/W3035056458","https://openalex.org/W3035276179","https://openalex.org/W3085046840","https://openalex.org/W3096609285","https://openalex.org/W3097571420","https://openalex.org/W3128096387","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3204786153","https://openalex.org/W3209925794","https://openalex.org/W4214493665","https://openalex.org/W4221152259","https://openalex.org/W4312894406","https://openalex.org/W4385245566","https://openalex.org/W4386076222","https://openalex.org/W4386179382","https://openalex.org/W4390872833","https://openalex.org/W6685261749","https://openalex.org/W6761313651","https://openalex.org/W6766978945","https://openalex.org/W6779247072","https://openalex.org/W6782322686","https://openalex.org/W6783292247","https://openalex.org/W6784333009","https://openalex.org/W6784713722","https://openalex.org/W6797399245","https://openalex.org/W6874434155"],"related_works":["https://openalex.org/W1501776718","https://openalex.org/W2615136228","https://openalex.org/W657108774","https://openalex.org/W2390192952","https://openalex.org/W2480620430","https://openalex.org/W2373296418","https://openalex.org/W1515761309","https://openalex.org/W4301400761","https://openalex.org/W3213254966","https://openalex.org/W2377265617"],"abstract_inverted_index":{"Multi-task":[0],"dense":[1,190],"prediction":[2,8,191],"aims":[3],"at":[4],"handling":[5],"multiple":[6],"pixel-wise":[7],"tasks":[9,192],"within":[10],"a":[11,53,72,94,124],"unified":[12],"network":[13],"simultaneously":[14],"for":[15,90],"visual":[16],"scene":[17],"understanding.":[18],"However,":[19],"cross-task":[20,122,162],"feature":[21,38,86,159],"interactions":[22,67],"of":[23,32,118,145,158],"current":[24],"methods":[25],"are":[26,88,166],"still":[27],"suffering":[28],"from":[29,134],"incomplete":[30],"levels":[31],"representations,":[33],"less":[34],"discriminative":[35,61],"semantics":[36],"in":[37,161,187],"participants,":[39],"and":[40,60,65,93,107,137,156,171,175,185],"inefficient":[41],"pair-wise":[42,121],"task":[43,140],"interaction":[44],"processes.":[45],"To":[46,142],"tackle":[47],"these":[48],"under-explored":[49],"issues,":[50],"we":[51],"propose":[52],"novel":[54],"BridgeNet":[55],"framework,":[56],"which":[57],"extracts":[58],"comprehensive":[59,113],"intermediate":[62],"Bridge":[63,95],"Features,":[64],"conducts":[66],"based":[68],"on":[69,168],"them.":[70],"Specifically,":[71],"Task":[73],"Pattern":[74],"Propagation":[75],"(TPP)":[76],"module":[77],"is":[78,99,128,149,183],"first":[79,151],"applied":[80],"to":[81,102,110,130],"ensure":[82],"highly":[83],"semantic":[84],"task-specific":[85],"participants":[87,160],"prepared":[89],"subsequent":[91],"interactions,":[92,123],"Feature":[96],"Extractor":[97],"(BFE)":[98],"specially":[100],"designed":[101],"selectively":[103],"integrate":[104],"both":[105],"high-level":[106],"low-level":[108],"representations":[109],"generate":[111],"the":[112,143,150,154,176,180],"bridge":[114,135],"features.":[115],"Then,":[116],"instead":[117],"conducting":[119],"heavy":[120],"Task-Feature":[125],"Refiner":[126],"(TFR)":[127],"developed":[129],"efficiently":[131],"take":[132],"guidance":[133],"features":[136],"form":[138],"final":[139],"predictions.":[141],"best":[144],"our":[146],"knowledge,":[147],"this":[148],"work":[152],"considering":[153],"completeness":[155],"quality":[157],"interactions.":[163],"Extensive":[164],"experiments":[165],"conducted":[167],"NYUD-v2,":[169],"Cityscapes":[170],"PASCAL":[172],"Context":[173],"benchmarks,":[174],"superior":[177],"performance":[178],"shows":[179],"proposed":[181],"architecture":[182],"effective":[184],"powerful":[186],"promoting":[188],"different":[189],"simultaneously.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
