{"id":"https://openalex.org/W4403570351","doi":"https://doi.org/10.48550/arxiv.2410.10034","title":"TULIP: Token-length Upgraded CLIP","display_name":"TULIP: Token-length Upgraded CLIP","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4403570351","doi":"https://doi.org/10.48550/arxiv.2410.10034"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2410.10034","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.10034","pdf_url":"https://arxiv.org/pdf/2410.10034","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.10034","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057825687","display_name":"Ivona Najdenkoska","orcid":"https://orcid.org/0000-0001-6852-0609"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Najdenkoska, Ivona","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024401179","display_name":"Mohammad Mahdi Derakhshani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Derakhshani, Mohammad Mahdi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102985946","display_name":"Yuki M. Asano","orcid":"https://orcid.org/0000-0002-8533-4020"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Asano, Yuki M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081881122","display_name":"Nanne van Noord","orcid":"https://orcid.org/0000-0002-5145-3603"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"van Noord, Nanne","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070684680","display_name":"Marcel Worring","orcid":"https://orcid.org/0000-0003-4097-4136"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Worring, Marcel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024508073","display_name":"Cees G. M. Snoek","orcid":"https://orcid.org/0000-0001-9092-1556"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Snoek, Cees G. M.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057825687"],"corresponding_institution_ids":[],"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":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11383","display_name":"Advanced Antenna and Metasurface Technologies","score":0.40849998593330383,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11383","display_name":"Advanced Antenna and Metasurface Technologies","score":0.40849998593330383,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.7374088168144226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49256545305252075},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3193526864051819}],"concepts":[{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.7374088168144226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49256545305252075},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3193526864051819}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2410.10034","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.10034","pdf_url":"https://arxiv.org/pdf/2410.10034","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2410.10034","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2410.10034","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.10034","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.10034","pdf_url":"https://arxiv.org/pdf/2410.10034","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388335561","https://openalex.org/W2970530566","https://openalex.org/W4288261899","https://openalex.org/W4307309205","https://openalex.org/W2967478618","https://openalex.org/W4385009901","https://openalex.org/W4385572700"],"abstract_inverted_index":{"We":[0,90],"address":[1],"the":[2,81,95,109,124,138],"challenge":[3],"of":[4,30],"representing":[5],"long":[6],"captions":[7,129,135],"in":[8],"vision-language":[9],"models,":[10],"such":[11,149],"as":[12,150],"CLIP.":[13],"By":[14,132],"design":[15],"these":[16],"models":[17],"are":[18],"limited":[19],"by":[20,93,102],"fixed,":[21],"absolute":[22],"positional":[23],"encodings,":[24,100],"restricting":[25],"inputs":[26],"to":[27,46,54,64,79,84],"a":[28,65,73,103],"maximum":[29],"77":[31,140],"tokens":[32],"and":[33,61,121,152],"hindering":[34],"performance":[35],"on":[36,146],"tasks":[37,148],"requiring":[38],"longer":[39,59,128,136],"descriptions.":[40],"Although":[41],"recent":[42],"work":[43],"has":[44],"attempted":[45],"overcome":[47],"this":[48],"limit,":[49],"their":[50],"proposed":[51],"approaches":[52],"struggle":[53],"model":[55,125,143],"token":[56,68,82],"relationships":[57],"over":[58],"distances":[60],"simply":[62],"extend":[63],"fixed":[66],"new":[67],"length.":[69],"Instead,":[70],"we":[71],"propose":[72],"generalizable":[74],"method,":[75],"named":[76],"TULIP,":[77],"able":[78],"upgrade":[80],"length":[83,86],"any":[85],"for":[87,126],"CLIP-like":[88],"models.":[89],"do":[91],"so":[92],"improving":[94],"architecture":[96],"with":[97,117,130],"relative":[98,118],"position":[99,119],"followed":[101],"training":[104],"procedure":[105],"that":[106],"(i)":[107],"distills":[108],"original":[110],"CLIP":[111],"text":[112],"encoder":[113,116],"into":[114],"an":[115],"encodings":[120],"(ii)":[122],"enhances":[123],"aligning":[127],"images.":[131],"effectively":[133],"encoding":[134],"than":[137],"default":[139],"tokens,":[141],"our":[142],"outperforms":[144],"baselines":[145],"cross-modal":[147],"retrieval":[151],"text-to-image":[153],"generation.":[154],"The":[155],"code":[156],"repository":[157],"is":[158],"available":[159],"at":[160],"https://github.com/ivonajdenkoska/tulip.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}