{"id":"https://openalex.org/W4403792452","doi":"https://doi.org/10.1145/3664647.3680870","title":"PSSD-Transformer: Powerful Sparse Spike-Driven Transformer for Image Semantic Segmentation","display_name":"PSSD-Transformer: Powerful Sparse Spike-Driven Transformer for Image Semantic Segmentation","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403792452","doi":"https://doi.org/10.1145/3664647.3680870"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3680870","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","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/A5038388306","display_name":"Hongzhi Wang","orcid":"https://orcid.org/0000-0001-6134-1309"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongzhi Wang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Ningbo, China","institution_ids":["https://openalex.org/I109935558","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043803804","display_name":"Xiubo Liang","orcid":"https://orcid.org/0000-0002-4749-5552"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiubo Liang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Ningbo, China","institution_ids":["https://openalex.org/I109935558","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102347475","display_name":"Tao Zhang","orcid":"https://orcid.org/0009-0004-4393-1937"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Ningbo, China","institution_ids":["https://openalex.org/I109935558","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100896049","display_name":"Yue Gu","orcid":"https://orcid.org/0009-0002-7565-3965"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gu","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Ningbo, China","institution_ids":["https://openalex.org/I109935558","https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100379826","display_name":"Weidong Geng","orcid":"https://orcid.org/0000-0002-2709-396X"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Geng","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038388306"],"corresponding_institution_ids":["https://openalex.org/I109935558","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.9971,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77862175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"758","last_page":"767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9984999895095825,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6453521251678467},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6202355623245239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.555099368095398},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44558513164520264},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44046878814697266},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4259617328643799},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3553396165370941},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16237133741378784},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11226269602775574},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10760623216629028}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6453521251678467},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6202355623245239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.555099368095398},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44558513164520264},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44046878814697266},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4259617328643799},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3553396165370941},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16237133741378784},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11226269602775574},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10760623216629028}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664647.3680870","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1512746852","https://openalex.org/W1903029394","https://openalex.org/W2020676607","https://openalex.org/W2138913040","https://openalex.org/W2139137304","https://openalex.org/W2163288878","https://openalex.org/W2340897893","https://openalex.org/W2412782625","https://openalex.org/W2513148968","https://openalex.org/W2592939477","https://openalex.org/W2762439315","https://openalex.org/W2783525259","https://openalex.org/W2883711383","https://openalex.org/W2884822772","https://openalex.org/W2962858109","https://openalex.org/W2963292632","https://openalex.org/W2963727650","https://openalex.org/W2963881378","https://openalex.org/W2966081953","https://openalex.org/W2984844508","https://openalex.org/W2998119008","https://openalex.org/W3016500864","https://openalex.org/W3016889634","https://openalex.org/W3035574168","https://openalex.org/W3046016807","https://openalex.org/W3139657805","https://openalex.org/W3170544306","https://openalex.org/W3170841864","https://openalex.org/W3174087230","https://openalex.org/W3174233901","https://openalex.org/W3211490618","https://openalex.org/W4206573688","https://openalex.org/W4214893857","https://openalex.org/W4221157818","https://openalex.org/W4313291235","https://openalex.org/W4386071675","https://openalex.org/W4393158681"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W4385583601","https://openalex.org/W4395685956","https://openalex.org/W2799953226","https://openalex.org/W4398146871","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Spiking":[0],"Neural":[1,23],"Networks":[2,24],"(SNNs)":[3],"have":[4,80],"indeed":[5],"shown":[6],"remarkable":[7],"promise":[8],"in":[9,83],"the":[10,49],"field":[11],"of":[12,44,53,62],"computer":[13],"vision,":[14],"emerging":[15],"as":[16],"a":[17,41],"low-energy":[18],"alternative":[19],"to":[20,55,68,72],"traditional":[21],"Artificial":[22],"(ANNs).":[25],"However,":[26],"SNNs":[27,34],"also":[28],"face":[29],"several":[30],"challenges:":[31],"i)":[32],"Existing":[33],"are":[35],"not":[36],"purely":[37],"additive":[38],"and":[39,64],"involve":[40],"substantial":[42],"amount":[43],"floating-point":[45],"computations,":[46],"which":[47,87],"contradicts":[48],"original":[50],"design":[51],"intention":[52],"adapting":[54],"neuromorphic":[56],"chips;":[57],"ii)":[58],"The":[59],"incorrect":[60],"positioning":[61],"convolutional":[63],"pooling":[65],"layers":[66,70],"relative":[67],"spiking":[69],"leads":[71],"reduced":[73],"accuracy;":[74],"iii)":[75],"Leaky":[76],"Integrate-and-Fire":[77],"(LIF)":[78],"neurons":[79],"limited":[81],"capability":[82],"representing":[84],"local":[85],"information,":[86],"is":[88],"disadvantageous":[89],"for":[90],"downstream":[91],"visual":[92],"tasks":[93],"like":[94],"semantic":[95],"segmentation.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}