{"id":"https://openalex.org/W4283767952","doi":"https://doi.org/10.1145/3565516.3565525","title":"U-Attention to Textures: Hierarchical Hourglass Vision Transformer for Universal Texture Synthesis","display_name":"U-Attention to Textures: Hierarchical Hourglass Vision Transformer for Universal Texture Synthesis","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4283767952","doi":"https://doi.org/10.1145/3565516.3565525"},"language":"en","primary_location":{"id":"doi:10.1145/3565516.3565525","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565516.3565525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Visual Media Production","raw_type":"proceedings-article"},"type":"preprint","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/A5085173463","display_name":"Shouchang Guo","orcid":"https://orcid.org/0000-0002-0329-1638"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shouchang Guo","raw_affiliation_strings":["University of Michigan, US"],"raw_orcid":"https://orcid.org/0000-0002-0329-1638","affiliations":[{"raw_affiliation_string":"University of Michigan, US","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015425468","display_name":"Valentin Deschaintre","orcid":"https://orcid.org/0000-0002-6219-3747"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valentin Deschaintre","raw_affiliation_strings":["Adobe Research, UK"],"raw_orcid":"https://orcid.org/0000-0002-6219-3747","affiliations":[{"raw_affiliation_string":"Adobe Research, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063426924","display_name":"Douglas C. Noll","orcid":"https://orcid.org/0000-0002-0983-3805"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Douglas Noll","raw_affiliation_strings":["University of Michigan, US"],"raw_orcid":"https://orcid.org/0000-0002-0983-3805","affiliations":[{"raw_affiliation_string":"University of Michigan, US","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005598288","display_name":"Arthur Roullier","orcid":"https://orcid.org/0000-0002-6483-240X"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arthur Roullier","raw_affiliation_strings":["Adobe Research, FR"],"raw_orcid":"https://orcid.org/0000-0002-6483-240X","affiliations":[{"raw_affiliation_string":"Adobe Research, FR","institution_ids":["https://openalex.org/I1306409833"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085173463"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.5102,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63307026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9794999957084656,"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":0.718356728553772},{"id":"https://openalex.org/keywords/texture-synthesis","display_name":"Texture synthesis","score":0.6645647287368774},{"id":"https://openalex.org/keywords/hourglass","display_name":"Hourglass","score":0.6251945495605469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.592951774597168},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5507912039756775},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.49988389015197754},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44926780462265015},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4198059141635895},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41841399669647217},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32347506284713745},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.27691102027893066},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20233604311943054},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1488805115222931}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.718356728553772},{"id":"https://openalex.org/C50494287","wikidata":"https://www.wikidata.org/wiki/Q658467","display_name":"Texture synthesis","level":5,"score":0.6645647287368774},{"id":"https://openalex.org/C127532173","wikidata":"https://www.wikidata.org/wiki/Q179904","display_name":"Hourglass","level":2,"score":0.6251945495605469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.592951774597168},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5507912039756775},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.49988389015197754},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44926780462265015},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4198059141635895},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41841399669647217},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32347506284713745},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.27691102027893066},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20233604311943054},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1488805115222931},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3565516.3565525","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565516.3565525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Visual Media Production","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1999360130","https://openalex.org/W2098391435","https://openalex.org/W2133665775","https://openalex.org/W2140207570","https://openalex.org/W2801495938","https://openalex.org/W2888283596","https://openalex.org/W2914784861","https://openalex.org/W2956060297","https://openalex.org/W2962785568","https://openalex.org/W2963800363","https://openalex.org/W2982041717","https://openalex.org/W2988407809","https://openalex.org/W3035022492","https://openalex.org/W3035426517","https://openalex.org/W3095422700","https://openalex.org/W3097065222","https://openalex.org/W3130408838","https://openalex.org/W3171125843","https://openalex.org/W4245288087","https://openalex.org/W4300641987"],"related_works":["https://openalex.org/W2008001194","https://openalex.org/W2512390310","https://openalex.org/W2059645356","https://openalex.org/W3141841835","https://openalex.org/W2380057626","https://openalex.org/W2033695776","https://openalex.org/W4206178588","https://openalex.org/W3094491777","https://openalex.org/W3214715529","https://openalex.org/W4287635093"],"abstract_inverted_index":{"We":[0,11,38],"present":[1],"a":[2,35,40,58],"novel":[3],"U-Attention":[4,78],"vision":[5],"Transformer":[6],"for":[7],"universal":[8],"texture":[9],"synthesis.":[10],"exploit":[12],"the":[13,19,47,124],"natural":[14],"long-range":[15],"dependencies":[16],"enabled":[17],"by":[18,62],"attention":[20,81],"mechanism":[21],"to":[22,26,46,82,87,116],"allow":[23],"our":[24,76,130],"approach":[25],"synthesize":[27],"diverse":[28],"textures":[29,113,118],"while":[30,114],"preserving":[31],"their":[32],"structures":[33,86],"in":[34,57],"single":[36],"inference.":[37],"propose":[39],"hierarchical":[41,77],"hourglass":[42],"backbone":[43],"that":[44,68],"attends":[45],"global":[48],"structure":[49],"and":[50,65,70,90,111],"performs":[51],"patch":[52],"mapping":[53],"at":[54,73,95],"varying":[55],"scales":[56],"coarse-to-fine-to-coarse":[59],"stream.":[60],"Completed":[61],"skip":[63],"connection":[64],"convolution":[66],"designs":[67],"propagate":[69],"fuse":[71],"information":[72],"different":[74],"scales,":[75],"architecture":[79],"unifies":[80],"features":[83],"from":[84],"macro":[85],"micro":[88],"details,":[89],"progressively":[91],"refines":[92],"synthesis":[93,104],"results":[94],"successive":[96],"stages.":[97],"Our":[98],"method":[99],"achieves":[100],"stronger":[101],"2":[102],"\u00d7":[103],"than":[105],"previous":[106],"work":[107],"on":[108],"both":[109],"stochastic":[110],"structured":[112],"generalizing":[115],"unseen":[117],"without":[119],"fine-tuning.":[120],"Ablation":[121],"studies":[122],"demonstrate":[123],"effectiveness":[125],"of":[126,129],"each":[127],"component":[128],"architecture.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
