{"id":"https://openalex.org/W4392902679","doi":"https://doi.org/10.1109/icassp48485.2024.10446638","title":"Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation","display_name":"Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392902679","doi":"https://doi.org/10.1109/icassp48485.2024.10446638"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446638","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":"article","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/A5080675802","display_name":"Hyelin Nam","orcid":"https://orcid.org/0009-0008-0505-8929"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyelin Nam","raw_affiliation_strings":["Yonsei University"],"affiliations":[{"raw_affiliation_string":"Yonsei University","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027907258","display_name":"Jihong Park","orcid":"https://orcid.org/0000-0001-7623-6552"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jihong Park","raw_affiliation_strings":["Deakin University"],"affiliations":[{"raw_affiliation_string":"Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022303970","display_name":"Jinho Choi","orcid":"https://orcid.org/0000-0002-4895-6680"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinho Choi","raw_affiliation_strings":["Deakin University"],"affiliations":[{"raw_affiliation_string":"Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061429095","display_name":"Mehdi Bennis","orcid":"https://orcid.org/0000-0003-0261-0171"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mehdi Bennis","raw_affiliation_strings":["University of Oulu"],"affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027772072","display_name":"Seong\u2010Lyun Kim","orcid":"https://orcid.org/0000-0002-5228-9913"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seong-Lyun Kim","raw_affiliation_strings":["Yonsei University"],"affiliations":[{"raw_affiliation_string":"Yonsei University","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080675802"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":8.3426,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.98399893,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"13506","last_page":"13510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9983999729156494,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9983999729156494,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9940000176429749,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9918000102043152,"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":0.8490023612976074},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7122234106063843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6165670156478882},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.592917263507843},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5224291682243347},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4531373083591461},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.4108860194683075},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3447083532810211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490023612976074},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7122234106063843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6165670156478882},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.592917263507843},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5224291682243347},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4531373083591461},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.4108860194683075},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3447083532810211},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446638","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":[{"display_name":"Quality Education","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G7144800476","display_name":null,"funder_award_id":"2023-11-1836","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W68733909","https://openalex.org/W2250861254","https://openalex.org/W2962785568","https://openalex.org/W3129576130","https://openalex.org/W4226150551","https://openalex.org/W4226182655","https://openalex.org/W4292779060","https://openalex.org/W4312933868","https://openalex.org/W4313455370","https://openalex.org/W4322704148","https://openalex.org/W4381735898","https://openalex.org/W4384918448","https://openalex.org/W4388937122","https://openalex.org/W4390872556","https://openalex.org/W4399728407","https://openalex.org/W6638523607","https://openalex.org/W6678224444","https://openalex.org/W6778883912","https://openalex.org/W6790978476","https://openalex.org/W6791353385","https://openalex.org/W6810966997","https://openalex.org/W6811013733","https://openalex.org/W6854866820"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W2770593030","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W3154990682","https://openalex.org/W4379540039","https://openalex.org/W2560201613","https://openalex.org/W4237784285","https://openalex.org/W2374712251"],"abstract_inverted_index":{"By":[0],"integrating":[1],"recent":[2],"advances":[3],"in":[4,19,152],"large":[5],"language":[6,40,50,129],"models":[7,11],"(LLMs)":[8],"and":[9,46,114],"generative":[10],"into":[12,76],"the":[13,82,93,127,139],"emerging":[14],"semantic":[15,31,67,97,116],"communication":[16,32,133,154],"(SC)":[17],"paradigm,":[18],"this":[20],"article":[21],"we":[22,61],"put":[23],"forward":[24],"to":[25,91],"a":[26,73,132],"novel":[27],"framework":[28],"of":[29],"language-oriented":[30],"(LSC).":[33],"In":[34,131],"LSC,":[35],"machines":[36],"communicate":[37],"using":[38],"human":[39],"messages":[41],"that":[42,101,120],"can":[43],"be":[44],"interpreted":[45],"manipulated":[47],"via":[48,124],"natural":[49],"processing":[51],"(NLP)":[52],"techniques":[53],"for":[54,135],"SC":[55],"efficiency.":[56],"To":[57],"demonstrate":[58],"LSC\u2019s":[59],"potential,":[60],"introduce":[62],"three":[63],"innovative":[64],"algorithms:":[65],"1)":[66],"source":[68],"coding":[69,99],"(SSC)":[70],"which":[71],"compresses":[72],"text":[74],"prompt":[75],"its":[77],"key":[78],"head":[79,108],"words":[80,109],"capturing":[81],"prompt\u2019s":[83,94],"syntactic":[84],"essence":[85],"while":[86,149],"maintaining":[87],"their":[88,111],"appearance":[89],"order":[90],"keep":[92],"context;":[95],"2)":[96],"channel":[98],"(SCC)":[100],"improves":[102],"robustness":[103,151],"against":[104],"errors":[105],"by":[106],"substituting":[107],"with":[110,146],"lenghthier":[112],"synonyms;":[113],"3)":[115],"knowledge":[117],"distillation":[118],"(SKD)":[119],"produces":[121],"listener-customized":[122],"prompts":[123],"in-context":[125],"learning":[126],"listener\u2019s":[128],"style.":[130],"task":[134],"progressive":[136],"text-to-image":[137],"generation,":[138],"proposed":[140],"methods":[141],"achieve":[142],"higher":[143],"perceptual":[144],"similarities":[145],"fewer":[147],"transmissions":[148],"enhancing":[150],"noisy":[153],"channels.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":9}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
