{"id":"https://openalex.org/W4412377328","doi":"https://doi.org/10.1145/3726302.3729909","title":"Brain Image Reconstruction with Retrieval-Augmented Diffusion","display_name":"Brain Image Reconstruction with Retrieval-Augmented Diffusion","publication_year":2025,"publication_date":"2025-07-13","ids":{"openalex":"https://openalex.org/W4412377328","doi":"https://doi.org/10.1145/3726302.3729909"},"language":"en","primary_location":{"id":"doi:10.1145/3726302.3729909","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3729909","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3729909","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3729909","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081383016","display_name":"Shuqi Zhu","orcid":"https://orcid.org/0009-0001-7167-282X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqi Zhu","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-7167-282X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017773628","display_name":"Ziyi Ye","orcid":"https://orcid.org/0000-0002-5622-0235"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Ye","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5622-0235","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yi Zhong","orcid":"https://orcid.org/0009-0006-4498-1391"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhong","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-4498-1391","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089655391","display_name":"Qingyao Ai","orcid":"https://orcid.org/0000-0002-5030-709X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyao Ai","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China and Zhongguancun Laboratory, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5030-709X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China and Zhongguancun Laboratory, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032133163","display_name":"Yujia Zhou","orcid":"https://orcid.org/0000-0002-3530-3787"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujia Zhou","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3530-3787","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100668121","display_name":"Yiqun Liu","orcid":"https://orcid.org/0000-0002-0140-4512"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqun Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China and Zhongguancun Laboratory, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0140-4512","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China and Zhongguancun Laboratory, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"296","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.996999979019165,"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":0.7233226299285889},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.613319993019104},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.560404896736145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5384315252304077},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.5057604312896729},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4521520137786865},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.43113529682159424},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36564958095550537},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3338814973831177},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06917828321456909}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7233226299285889},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.613319993019104},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.560404896736145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5384315252304077},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.5057604312896729},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4521520137786865},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.43113529682159424},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36564958095550537},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3338814973831177},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06917828321456909},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3726302.3729909","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3729909","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3729909","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3726302.3729909","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3729909","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3729909","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412377328.pdf","grobid_xml":"https://content.openalex.org/works/W4412377328.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1970727126","https://openalex.org/W2133665775","https://openalex.org/W2183341477","https://openalex.org/W2980938713","https://openalex.org/W2990138404","https://openalex.org/W3197409584","https://openalex.org/W4200613736","https://openalex.org/W4309409002","https://openalex.org/W4312933868","https://openalex.org/W4313256388","https://openalex.org/W4322494696","https://openalex.org/W4372343016","https://openalex.org/W4381487463","https://openalex.org/W4386076190","https://openalex.org/W4386881720","https://openalex.org/W4389914541","https://openalex.org/W4394596955","https://openalex.org/W4403792182","https://openalex.org/W4403792529"],"related_works":["https://openalex.org/W2172197285","https://openalex.org/W2991048842","https://openalex.org/W2750280393","https://openalex.org/W2355696739","https://openalex.org/W3158001554","https://openalex.org/W2771909920","https://openalex.org/W2957704286","https://openalex.org/W2028936041","https://openalex.org/W2179141964","https://openalex.org/W4382054174"],"abstract_inverted_index":{"Reconstructing":[0],"visual":[1,23],"images":[2],"from":[3,96,104],"brain":[4,41,97],"signals":[5,50,81,98],"is":[6],"a":[7,75,105,113],"rapidly":[8],"evolving":[9],"research":[10],"with":[11,72,82],"promising":[12],"applications":[13],"in":[14,129],"brain-computer":[15],"interfaces,":[16],"cognitive":[17],"neuroscience,":[18],"and":[19,46,109,132,141],"assistive":[20],"technologies.":[21],"While":[22],"reconstruction":[24,89,144],"based":[25],"on":[26],"functional":[27],"Magnetic":[28],"Resonance":[29],"Imaging":[30],"(fMRI)":[31],"has":[32],"previously":[33],"achieved":[34],"notable":[35],"success,":[36],"this":[37,64],"paper":[38],"explores":[39],"cost-effective":[40],"signals,":[42],"i.e.,":[43],"electroencephalography":[44],"(EEG)":[45],"magnetoencephalography":[47],"(MEG).":[48],"These":[49],"are":[51,148],"less":[52],"precise":[53],"than":[54],"fMRI,":[55],"which":[56],"presents":[57],"greater":[58],"challenges":[59],"for":[60,99,138],"reconstruction.":[61],"To":[62],"address":[63],"problem,":[65],"we":[66],"propose":[67],"BReAD":[68,91,124],"(Brain":[69],"Image":[70],"Reconstruction":[71],"Retrieval-Augmented":[73],"Diffusion),":[74],"novel":[76],"framework":[77],"that":[78,123],"combines":[79],"EEG/MEG":[80],"retrieval-augmented":[83],"diffusion":[84,118],"models":[85],"to":[86],"improve":[87],"image":[88,107],"quality.":[90],"utilizes":[92],"the":[93,117,136],"semantics":[94],"decoded":[95],"(1)":[100],"retrieving":[101],"semantic":[102],"priors":[103],"large-scale":[106],"database":[108],"(2)":[110],"serving":[111],"as":[112],"conditional":[114],"constraint":[115],"during":[116],"process.":[119],"Extensive":[120],"experiments":[121],"demonstrate":[122],"significantly":[125],"outperforms":[126],"existing":[127],"approaches":[128],"both":[130],"qualitative":[131],"quantitative":[133],"evaluations,":[134],"paving":[135],"way":[137],"more":[139],"robust":[140],"practical":[142],"brain-to-image":[143],"systems.":[145],"Our":[146],"codes":[147],"available":[149],"at":[150],"https://github.com/Promise-Z5Q2SQ/BReAD.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
