{"id":"https://openalex.org/W4392931505","doi":"https://doi.org/10.1109/icassp48485.2024.10445743","title":"Task Indicating Transformer for Task-Conditional Dense Predictions","display_name":"Task Indicating Transformer for Task-Conditional Dense Predictions","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392931505","doi":"https://doi.org/10.1109/icassp48485.2024.10445743"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10445743","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10445743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5016420216","display_name":"Yuxiang Lu","orcid":"https://orcid.org/0009-0002-6344-3880"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092574641","display_name":"Shalayiding Sirejiding","orcid":"https://orcid.org/0000-0003-1255-4994"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shalayiding Sirejiding","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000312477","display_name":"Bayram Bayramli","orcid":"https://orcid.org/0000-0002-1553-932X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bayram Bayramli","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058427805","display_name":"Suizhi Huang","orcid":"https://orcid.org/0000-0003-0172-6711"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suizhi Huang","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688231","display_name":"Yue Ding","orcid":"https://orcid.org/0000-0002-2911-1244"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Ding","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102899381","display_name":"Hongtao Lu","orcid":"https://orcid.org/0000-0003-2300-3039"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","MOE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"MOE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"3625","last_page":"3629"},"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":0.9941999912261963,"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":0.9941999912261963,"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":0.9936000108718872,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7540045976638794},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.576988697052002},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.506041944026947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.471889853477478},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.43245238065719604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3887154757976532},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.37915319204330444},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11296582221984863},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10030227899551392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540045976638794},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.576988697052002},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.506041944026947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.471889853477478},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.43245238065719604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3887154757976532},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.37915319204330444},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11296582221984863},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10030227899551392},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10445743","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10445743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W2125215748","https://openalex.org/W2157331557","https://openalex.org/W2798441115","https://openalex.org/W2962864421","https://openalex.org/W2963091558","https://openalex.org/W2963430933","https://openalex.org/W2963877604","https://openalex.org/W2964247799","https://openalex.org/W3085046840","https://openalex.org/W3097571420","https://openalex.org/W3106901158","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3182043961","https://openalex.org/W3204786153","https://openalex.org/W3206498908","https://openalex.org/W4214488157","https://openalex.org/W4214520160","https://openalex.org/W4221152259","https://openalex.org/W4304192642","https://openalex.org/W4313166855","https://openalex.org/W4382240142","https://openalex.org/W4383503846","https://openalex.org/W4385245566","https://openalex.org/W4386172564","https://openalex.org/W4390872927","https://openalex.org/W6685670348","https://openalex.org/W6759579507","https://openalex.org/W6784333009","https://openalex.org/W6795933390","https://openalex.org/W6838393215","https://openalex.org/W6846351897"],"related_works":["https://openalex.org/W1564680838","https://openalex.org/W2003125260","https://openalex.org/W2060591604","https://openalex.org/W2951720331","https://openalex.org/W1992291644","https://openalex.org/W2166791242","https://openalex.org/W2585162246","https://openalex.org/W1934413089","https://openalex.org/W2098419343","https://openalex.org/W2051178964"],"abstract_inverted_index":{"The":[0],"task-conditional":[1,54,145],"model":[2],"is":[3],"a":[4,14,38,52,68,79,104,111],"distinctive":[5],"stream":[6],"for":[7],"efficient":[8],"multi-task":[9,132],"learning.":[10],"Existing":[11],"works":[12],"encounter":[13],"critical":[15],"limitation":[16],"in":[17,27,40],"learning":[18],"task-agnostic":[19],"and":[20,91,98,115,137],"task-specific":[21],"representations,":[22],"primarily":[23],"due":[24],"to":[25,61,118],"shortcomings":[26],"global":[28],"context":[29],"modeling":[30,90],"arising":[31],"from":[32],"CNN-based":[33],"architectures,":[34],"as":[35,37],"well":[36],"deficiency":[39],"multi-scale":[41,121],"feature":[42,93,122],"interaction":[43],"within":[44,73],"the":[45,74],"decoder.":[46],"In":[47],"this":[48,63],"paper,":[49],"we":[50,102],"introduce":[51],"novel":[53],"framework":[55],"called":[56],"Task":[57,70,80,105,112],"Indicating":[58,81,113],"Transformer":[59],"(TIT)":[60],"tackle":[62],"challenge.":[64],"Our":[65],"approach":[66,142],"designs":[67],"Mix":[69],"Adapter":[71],"module":[72,108],"transformer":[75],"block,":[76],"which":[77],"incorporates":[78],"Matrix":[82],"through":[83],"matrix":[84],"decomposition,":[85],"thereby":[86],"enhancing":[87],"long-range":[88],"dependency":[89],"parameter-efficient":[92],"adaptation":[94],"by":[95,125],"capturing":[96],"intra-":[97],"inter-task":[99],"features.":[100],"Moreover,":[101],"propose":[103],"Gate":[106],"Decoder":[107],"that":[109,140],"harnesses":[110],"Vector":[114],"gating":[116],"mechanism":[117],"facilitate":[119],"adaptive":[120],"refinement":[123],"guided":[124],"task":[126],"embeddings.":[127],"Experiments":[128],"on":[129],"two":[130],"public":[131],"dense":[133],"prediction":[134],"benchmarks,":[135],"NYUD-v2":[136],"PASCAL-Context,":[138],"demonstrate":[139],"our":[141],"surpasses":[143],"state-of-the-art":[144],"methods.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
