{"id":"https://openalex.org/W4313531544","doi":"https://doi.org/10.48550/arxiv.2301.00929","title":"EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Technical Report]","display_name":"EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Technical Report]","publication_year":2023,"publication_date":"2023-01-03","ids":{"openalex":"https://openalex.org/W4313531544","doi":"https://doi.org/10.48550/arxiv.2301.00929"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2301.00929","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.00929","pdf_url":"https://arxiv.org/pdf/2301.00929","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2301.00929","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060477171","display_name":"Enhao Zhang","orcid":"https://orcid.org/0009-0001-0837-7684"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhang, Enhao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055142893","display_name":"Maureen Daum","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daum, Maureen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110162006","display_name":"Dong He","orcid":"https://orcid.org/0000-0001-9684-079X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Dong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064988079","display_name":"Magdalena Ba\u0142azi\u0144ska","orcid":"https://orcid.org/0000-0002-6805-0325"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haynes, Brandon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077505360","display_name":"Brandon Haynes","orcid":"https://orcid.org/0000-0002-1501-9586"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krishna, Ranjay","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032451496","display_name":"Ranjay Krishna","orcid":"https://orcid.org/0000-0001-8784-2531"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balazinska, Magdalena","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060477171"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9962000250816345,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9962000250816345,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.991599977016449,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9902999997138977,"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":0.8672317266464233},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7372871041297913},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6624875068664551},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.4352799654006958},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39431554079055786}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8672317266464233},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7372871041297913},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6624875068664551},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.4352799654006958},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39431554079055786},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2301.00929","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.00929","pdf_url":"https://arxiv.org/pdf/2301.00929","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2301.00929","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2301.00929","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:2301.00929","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.00929","pdf_url":"https://arxiv.org/pdf/2301.00929","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W1550211815"],"abstract_inverted_index":{"We":[0],"introduce":[1],"EQUI-VOCAL:":[2],"a":[3,20,90],"new":[4],"system":[5,104],"that":[6,95,128],"automatically":[7],"synthesizes":[8],"queries":[9,127],"over":[10],"videos":[11],"from":[12],"limited":[13,62],"user":[14,17,49],"interactions.":[15],"The":[16],"only":[18],"provides":[19],"handful":[21],"of":[22,27,78,112],"positive":[23],"and":[24,38,65,86,89,99,117,122],"negative":[25],"examples":[26,37],"what":[28],"they":[29],"are":[30],"looking":[31],"for.":[32],"EQUI-VOCAL":[33],"utilizes":[34],"these":[35],"initial":[36],"additional":[39],"ones":[40],"collected":[41],"through":[42],"active":[43],"learning":[44],"to":[45,55,72,119],"efficiently":[46],"synthesize":[47,125],"complex":[48,126],"queries.":[50],"Our":[51,103],"approach":[52,94],"enables":[53],"users":[54],"find":[56],"events":[57],"without":[58,66],"database":[59],"expertise,":[60],"with":[61],"labeling":[63],"effort,":[64],"declarative":[67],"specifications":[68],"or":[69],"sketches.":[70],"Core":[71],"EQUI-VOCAL's":[73],"design":[74],"is":[75],"the":[76,129],"use":[77],"spatio-temporal":[79],"scene":[80],"graphs":[81],"in":[82,110],"its":[83],"data":[84],"model":[85],"query":[87,92],"language":[88],"novel":[91],"synthesis":[93,115],"works":[96],"on":[97],"large":[98],"noisy":[100],"video":[101],"data.":[102],"outperforms":[105],"two":[106],"baseline":[107],"systems":[108],"--":[109,121],"terms":[111],"F1":[113],"score,":[114],"time,":[116],"robustness":[118],"noise":[120],"can":[123],"flexibly":[124],"baselines":[130],"do":[131],"not":[132],"support.":[133]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
