{"id":"https://openalex.org/W4399530928","doi":"https://doi.org/10.1109/nice61972.2024.10549580","title":"Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input","display_name":"Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input","publication_year":2024,"publication_date":"2024-04-23","ids":{"openalex":"https://openalex.org/W4399530928","doi":"https://doi.org/10.1109/nice61972.2024.10549580"},"language":"en","primary_location":{"id":"doi:10.1109/nice61972.2024.10549580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nice61972.2024.10549580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Neuro Inspired Computational Elements Conference (NICE)","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/A5090574378","display_name":"J. C. Ott","orcid":null},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I12708293"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Joachim Ott","raw_affiliation_strings":["University of Z&#x00FC;rich and ETH Z&#x00FC;rich,Institute of Neuroinformatics,Zurich,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Z&#x00FC;rich and ETH Z&#x00FC;rich,Institute of Neuroinformatics,Zurich,Switzerland","institution_ids":["https://openalex.org/I12708293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005464029","display_name":"Zuowen Wang","orcid":"https://orcid.org/0000-0002-8051-9886"},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I12708293"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Zuowen Wang","raw_affiliation_strings":["University of Z&#x00FC;rich and ETH Z&#x00FC;rich,Institute of Neuroinformatics,Zurich,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Z&#x00FC;rich and ETH Z&#x00FC;rich,Institute of Neuroinformatics,Zurich,Switzerland","institution_ids":["https://openalex.org/I12708293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053152433","display_name":"Shih-Chii Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I12708293"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Shih-Chii Liu","raw_affiliation_strings":["University of Z&#x00FC;rich and ETH Z&#x00FC;rich,Institute of Neuroinformatics,Zurich,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Z&#x00FC;rich and ETH Z&#x00FC;rich,Institute of Neuroinformatics,Zurich,Switzerland","institution_ids":["https://openalex.org/I12708293"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12708293"],"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":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9587000012397766,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.7059503793716431},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.607925295829773},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.5788722634315491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46006715297698975},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4336725175380707},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3409213423728943},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33399224281311035},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08648461103439331},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07055693864822388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7059503793716431},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.607925295829773},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.5788722634315491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46006715297698975},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4336725175380707},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3409213423728943},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33399224281311035},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08648461103439331},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07055693864822388},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nice61972.2024.10549580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nice61972.2024.10549580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Neuro Inspired Computational Elements Conference (NICE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W206948248","https://openalex.org/W1522301498","https://openalex.org/W2016574277","https://openalex.org/W2095705004","https://openalex.org/W2147800946","https://openalex.org/W2425121537","https://openalex.org/W2567239141","https://openalex.org/W2745933219","https://openalex.org/W2757430550","https://openalex.org/W2786672974","https://openalex.org/W2899663614","https://openalex.org/W2908510526","https://openalex.org/W2910135751","https://openalex.org/W2914304175","https://openalex.org/W2968243907","https://openalex.org/W2998281665","https://openalex.org/W3009453333","https://openalex.org/W3034469298","https://openalex.org/W3035212231","https://openalex.org/W3036167779","https://openalex.org/W3095334530","https://openalex.org/W3114635118","https://openalex.org/W3122190729","https://openalex.org/W3141758171","https://openalex.org/W3147919432","https://openalex.org/W3176481196","https://openalex.org/W3188021906","https://openalex.org/W3191528047","https://openalex.org/W3196480172","https://openalex.org/W4224035735","https://openalex.org/W4229060330","https://openalex.org/W4281485151","https://openalex.org/W4283753774","https://openalex.org/W4288099666","https://openalex.org/W4292787316","https://openalex.org/W4293756458","https://openalex.org/W4295312788","https://openalex.org/W4303440777","https://openalex.org/W4304891868","https://openalex.org/W4308235769","https://openalex.org/W4312280868","https://openalex.org/W4312614039","https://openalex.org/W4312933868","https://openalex.org/W4360884927","https://openalex.org/W4365456854","https://openalex.org/W4380136719","https://openalex.org/W4385681544","https://openalex.org/W4386065764","https://openalex.org/W4386076324","https://openalex.org/W4386076494","https://openalex.org/W4386076661","https://openalex.org/W4387156659","https://openalex.org/W4387195417","https://openalex.org/W4387300055","https://openalex.org/W4390872297","https://openalex.org/W4390872862","https://openalex.org/W4390873550","https://openalex.org/W4390873758","https://openalex.org/W4390874263","https://openalex.org/W4390993582","https://openalex.org/W4401416682","https://openalex.org/W4402915744","https://openalex.org/W6631190155","https://openalex.org/W6674330103","https://openalex.org/W6679045638","https://openalex.org/W6748816842","https://openalex.org/W6755494875","https://openalex.org/W6755977528","https://openalex.org/W6757817989","https://openalex.org/W6758151150","https://openalex.org/W6766978945","https://openalex.org/W6779823529","https://openalex.org/W6783508657","https://openalex.org/W6788990321","https://openalex.org/W6792408638","https://openalex.org/W6809885388","https://openalex.org/W6838639034","https://openalex.org/W6840815571","https://openalex.org/W6845281891","https://openalex.org/W6851907563","https://openalex.org/W6853096648","https://openalex.org/W6855339026","https://openalex.org/W6856129569","https://openalex.org/W6856700853","https://openalex.org/W6967576201"],"related_works":["https://openalex.org/W2010317732","https://openalex.org/W2483328176","https://openalex.org/W2061705145","https://openalex.org/W193205649","https://openalex.org/W45006177","https://openalex.org/W2016919266","https://openalex.org/W1982793386","https://openalex.org/W2537623333","https://openalex.org/W1533592795","https://openalex.org/W2477990850"],"abstract_inverted_index":{"Event":[0],"cameras":[1,25],"are":[2],"advantageous":[3],"for":[4,39,47],"tasks":[5],"that":[6,155],"require":[7],"vision":[8],"sensors":[9],"with":[10,106,143],"low-latency":[11],"and":[12],"sparse":[13,94],"output":[14,64],"responses.":[15],"However,":[16],"the":[17,31,67,103,111,140,144,147,156,175,183,193,199],"development":[18],"of":[19,30,33,69,123,136,163,174,201],"deep":[20],"network":[21,40],"algorithms":[22],"using":[23,54,178],"event":[24,36,51,79,95,98,121,133,161,206],"has":[26],"been":[27],"slow":[28],"because":[29],"lack":[32],"large":[34],"labelled":[35,50],"camera":[37,99,134],"datasets":[38,52],"training.":[41],"This":[42],"paper":[43],"reports":[44],"a":[45,55,107,179],"method":[46,203],"creating":[48],"new":[49,112],"by":[53,167],"text-to-X":[56],"model,":[57,146],"where":[58],"X":[59],"is":[60,90,115],"one":[61],"or":[62],"multiple":[63],"modalities,":[65],"in":[66,204],"case":[68],"this":[70,202],"work,":[71],"events.":[72],"Our":[73],"proposed":[74],"text-to-events":[75,113],"model":[76,109,114,157],"produces":[77],"synthetic":[78,120],"frames":[80,96],"directly":[81],"from":[82],"text":[83,169],"prompts.":[84],"It":[85],"uses":[86],"an":[87,132],"autoencoder":[88,105,127],"which":[89],"trained":[91,130,181],"to":[92,117,189],"produce":[93],"representing":[97],"outputs.":[100],"By":[101],"combining":[102],"pretrained":[104],"diffusion":[108,145],"architecture,":[110],"able":[116],"generate":[118,159],"smooth":[119],"streams":[122],"moving":[124],"objects.":[125],"The":[126,171,196],"was":[128,151],"first":[129],"on":[131,182,192],"dataset":[135,150],"diverse":[137],"scenes.":[138],"In":[139],"combined":[141],"training":[142],"DVS":[148],"gesture":[149,194],"used.":[152],"We":[153],"demonstrate":[154,198],"can":[158],"realistic":[160],"sequences":[162],"human":[164],"gestures":[165],"prompted":[166],"different":[168],"statements.":[170],"classification":[172],"accuracy":[173],"generated":[176],"sequences,":[177],"classifier":[180],"real":[184],"dataset,":[185],"ranges":[186],"between":[187],"42%":[188],"92%,":[190],"depending":[191],"group.":[195],"results":[197],"capability":[200],"synthesizing":[205],"datasets.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
