{"id":"https://openalex.org/W4399282604","doi":"https://doi.org/10.1109/access.2024.3409150","title":"Global and Compact Video Context Embedding for Video Semantic Segmentation","display_name":"Global and Compact Video Context Embedding for Video Semantic Segmentation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399282604","doi":"https://doi.org/10.1109/access.2024.3409150"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3409150","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3409150","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.1109/access.2024.3409150","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045637290","display_name":"Lei Sun","orcid":"https://orcid.org/0000-0001-7310-5565"},"institutions":[{"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":"Lei Sun","raw_affiliation_strings":["National Research Center for Optical Instrumentation, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Research Center for Optical Instrumentation, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056961910","display_name":"Yun Liu","orcid":"https://orcid.org/0000-0001-6143-0264"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yun Liu","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068987121","display_name":"Guolei Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Guolei Sun","raw_affiliation_strings":["Computer Vision Laboratory, ETH Z&#x00FC;rich, Z&#x00FC;rich, Switzerland","Computer Vision Lab, ETH Zurich, Z&#x00FC;rich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, ETH Z&#x00FC;rich, Z&#x00FC;rich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Computer Vision Lab, ETH Zurich, Z&#x00FC;rich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340964","display_name":"Min Wu","orcid":"https://orcid.org/0000-0003-0977-3600"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Min Wu","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100745405","display_name":"Zhijie Xu","orcid":"https://orcid.org/0000-0002-0524-5926"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhijie Xu","raw_affiliation_strings":["Centre for Visual and Immersive Computing, University of Huddersfield, Huddersfield, U.K","Centre for Visual and Immersive Computing, Huddersfield University, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Visual and Immersive Computing, University of Huddersfield, Huddersfield, U.K","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"Centre for Visual and Immersive Computing, Huddersfield University, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018263416","display_name":"Kaiwei Wang","orcid":"https://orcid.org/0000-0002-8272-3119"},"institutions":[{"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":"Kaiwei Wang","raw_affiliation_strings":["National Research Center for Optical Instrumentation, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Research Center for Optical Instrumentation, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001254143","display_name":"Luc Van Gool","orcid":"https://orcid.org/0000-0002-3445-5711"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luc van Gool","raw_affiliation_strings":["Computer Vision Laboratory, ETH Z&#x00FC;rich, Z&#x00FC;rich, Switzerland","Computer Vision Lab, ETH Zurich, Z&#x00FC;rich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, ETH Z&#x00FC;rich, Z&#x00FC;rich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Computer Vision Lab, ETH Zurich, Z&#x00FC;rich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045637290"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06658529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"135589","last_page":"135600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9929999709129333,"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":0.9919999837875366,"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":0.8005839586257935},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6165453791618347},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5703595876693726},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.550327718257904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5307220220565796},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5098432898521423},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4407043159008026},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.43239620327949524},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.31244808435440063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8005839586257935},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6165453791618347},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5703595876693726},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.550327718257904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5307220220565796},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5098432898521423},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4407043159008026},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.43239620327949524},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.31244808435440063},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3409150","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3409150","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/10a66722-fec8-4d97-8dd9-198f2125434f","is_oa":false,"landing_page_url":"https://pure.hud.ac.uk/en/publications/10a66722-fec8-4d97-8dd9-198f2125434f","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sun, L, Liu, Y, Sun, G, Wu, M, Xu, Z, Wang, K & Gool, L V 2024, 'Global and Compact Video Context Embedding for Video Semantic Segmentation', IEEE Access, vol. 12, 10547049, pp. 135589-135600. https://doi.org/10.1109/ACCESS.2024.3409150","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:f9a425c0591e4f0ba29b9bbaa676cd75","is_oa":true,"landing_page_url":"https://doaj.org/article/f9a425c0591e4f0ba29b9bbaa676cd75","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 135589-135600 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3409150","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3409150","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1295312650","display_name":null,"funder_award_id":"1217434","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1579988819","display_name":null,"funder_award_id":"2022YFB3206000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1777233086","display_name":null,"funder_award_id":"2022YFF0705500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G274416587","display_name":null,"funder_award_id":"2022YFF0705500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3435950671","display_name":null,"funder_award_id":"and Gr","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G435670999","display_name":null,"funder_award_id":"2022YFB3206000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5732702963","display_name":null,"funder_award_id":"12174341","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W764651262","https://openalex.org/W1677182931","https://openalex.org/W1913356549","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2340897893","https://openalex.org/W2395611524","https://openalex.org/W2412782625","https://openalex.org/W2552900565","https://openalex.org/W2560023338","https://openalex.org/W2561585794","https://openalex.org/W2598666589","https://openalex.org/W2738569017","https://openalex.org/W2787091153","https://openalex.org/W2799166040","https://openalex.org/W2799213142","https://openalex.org/W2884822772","https://openalex.org/W2886934227","https://openalex.org/W2895340641","https://openalex.org/W2943351376","https://openalex.org/W2948080074","https://openalex.org/W2955058313","https://openalex.org/W2962815021","https://openalex.org/W2963019093","https://openalex.org/W2963091558","https://openalex.org/W2963419596","https://openalex.org/W2963445119","https://openalex.org/W2963727650","https://openalex.org/W2963866581","https://openalex.org/W2963917006","https://openalex.org/W2963918968","https://openalex.org/W2964076878","https://openalex.org/W2964217532","https://openalex.org/W2965391153","https://openalex.org/W2981689412","https://openalex.org/W2981899103","https://openalex.org/W2989684653","https://openalex.org/W2991471181","https://openalex.org/W2993235622","https://openalex.org/W3034681889","https://openalex.org/W3035433720","https://openalex.org/W3035526186","https://openalex.org/W3035531015","https://openalex.org/W3042173136","https://openalex.org/W3107113572","https://openalex.org/W3108812043","https://openalex.org/W3108986454","https://openalex.org/W3156772576","https://openalex.org/W3159637683","https://openalex.org/W3168523553","https://openalex.org/W3169367294","https://openalex.org/W3169865585","https://openalex.org/W3195135988","https://openalex.org/W3198020043","https://openalex.org/W3204976424","https://openalex.org/W4221139057","https://openalex.org/W4295788754","https://openalex.org/W4312515469","https://openalex.org/W4312919100","https://openalex.org/W4323338514","https://openalex.org/W4385245566","https://openalex.org/W6640295612","https://openalex.org/W6739696289","https://openalex.org/W6757817989","https://openalex.org/W6762718338","https://openalex.org/W6797399245"],"related_works":["https://openalex.org/W1522196789","https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W2377190948","https://openalex.org/W2096476311","https://openalex.org/W4221117092","https://openalex.org/W4361855866","https://openalex.org/W169721953","https://openalex.org/W1965900363","https://openalex.org/W1623638113"],"abstract_inverted_index":{"Intuitively,":[0],"global":[1,17,58,66,96,133,169],"video":[2,6,32,47,59,69,81,89,99,107,161],"context":[3,60,70,100,134,170],"could":[4],"benefit":[5],"semantic":[7,28],"segmentation":[8],"(VSS)":[9],"if":[10],"it":[11,149,185],"is":[12,117,136,142],"designed":[13],"to":[14,52,109,154,183,198],"simultaneously":[15],"model":[16],"temporal":[18],"and":[19,84,97,120,144,205,209,214],"spatial":[20],"dependencies":[21],"for":[22,61,146,211],"a":[23,31,157,165,175],"holistic":[24],"understanding":[25],"of":[26,80,104,132,160,168,207],"the":[27,38,65,68,77,85,94,102,105,111,127,130,193,203],"scenes":[29],"in":[30,190],"clip.":[33],"However,":[34],"we":[35,92,172],"found":[36],"that":[37,140],"existing":[39],"VSS":[40,115],"approaches":[41],"focus":[42],"only":[43],"on":[44,192],"modeling":[45],"local":[46],"context.":[48],"This":[49],"paper":[50],"attempts":[51],"bridge":[53],"this":[54],"gap":[55],"by":[56],"learning":[57],"VSS.":[62,147,212],"Apart":[63],"from":[64],"nature,":[67,129],"should":[71],"also":[72],"be":[73,151,217],"compact":[74,98,128],"when":[75],"considering":[76],"large":[78,158],"number":[79,131,159,167],"feature":[82,162],"tokens":[83,135,163],"redundancy":[86],"among":[87],"nearby":[88],"frames.":[90],"Then,":[91],"embed":[93],"learned":[95],"into":[101,164],"features":[103],"target":[106],"frame":[108],"improve":[110],"distinguishability.":[112],"The":[113],"proposed":[114],"method":[116],"dubbed":[118],"Global":[119],"Compact":[121],"Video":[122],"Context":[123],"Embedding":[124],"(GCVCE).":[125],"With":[126],"very":[137],"limited":[138],"so":[139],"GCVCE":[141,182,208],"flexible":[143],"efficient":[145],"Since":[148],"may":[150],"too":[152],"challenging":[153],"directly":[155],"abstract":[156],"small":[166],"tokens,":[171],"further":[173],"design":[174],"Cascaded":[176],"Convolutional":[177],"Downsampling":[178],"(CCD)":[179],"module":[180],"before":[181],"help":[184],"work":[186],"better.":[187],"1.6%":[188],"improvement":[189],"mIoU":[191],"popular":[194],"VSPW":[195],"dataset":[196],"compared":[197],"previous":[199],"state-of-the-art":[200],"methods":[201],"demonstrate":[202],"effectiveness":[204],"efficiency":[206],"CCD":[210],"Code":[213],"models":[215],"will":[216],"made":[218],"publicly":[219],"available.":[220]},"counts_by_year":[],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
