{"id":"https://openalex.org/W7159635892","doi":"https://doi.org/10.1109/icsa-c68850.2026.00046","title":"A Pattern Language for Resilient Visual Agents","display_name":"A Pattern Language for Resilient Visual Agents","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7159635892","doi":"https://doi.org/10.1109/icsa-c68850.2026.00046"},"language":null,"primary_location":{"id":"doi:10.1109/icsa-c68850.2026.00046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsa-c68850.2026.00046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Conference on Software Architecture Companion (ICSA-C)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.28001","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050266494","display_name":"Habtom Kahsay Gidey","orcid":"https://orcid.org/0000-0001-5802-2606"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Habtom Kahsay Gidey","raw_affiliation_strings":["Technische Universit\u00e4t M\u00fcnchen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134935105","display_name":"Alexander Lenz","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Lenz","raw_affiliation_strings":["Technische Universit\u00e4t M\u00fcnchen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134944336","display_name":"Alois Knoll","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alois Knoll","raw_affiliation_strings":["Technische Universit\u00e4t M\u00fcnchen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42072409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"184","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.5974000096321106,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.5974000096321106,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.09300000220537186,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.04309999942779541,"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/affordance","display_name":"Affordance","score":0.5024999976158142},{"id":"https://openalex.org/keywords/visual-language","display_name":"Visual language","score":0.492900013923645},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4505000114440918},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.43459999561309814},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4101000130176544},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.38029998540878296},{"id":"https://openalex.org/keywords/architectural-pattern","display_name":"Architectural pattern","score":0.3727000057697296},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.32710000872612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7444999814033508},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.5024999976158142},{"id":"https://openalex.org/C2780878386","wikidata":"https://www.wikidata.org/wiki/Q1659648","display_name":"Visual language","level":2,"score":0.492900013923645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4876999855041504},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4505000114440918},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4390999972820282},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.43459999561309814},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4101000130176544},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.38029998540878296},{"id":"https://openalex.org/C72280835","wikidata":"https://www.wikidata.org/wiki/Q635346","display_name":"Architectural pattern","level":5,"score":0.3727000057697296},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.32710000872612},{"id":"https://openalex.org/C2776362478","wikidata":"https://www.wikidata.org/wiki/Q17156908","display_name":"Pattern language (formal languages)","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2827000021934509},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.27000001072883606},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.26809999346733093},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C73219336","wikidata":"https://www.wikidata.org/wiki/Q7554254","display_name":"Software architecture description","level":5,"score":0.2624000012874603},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.2563999891281128}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icsa-c68850.2026.00046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsa-c68850.2026.00046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Conference on Software Architecture Companion (ICSA-C)","raw_type":"proceedings-article"},{"id":"doi:10.48550/arxiv.2604.28001","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.28001","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.28001","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.28001","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.41928809881210327}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1990911977","https://openalex.org/W2134119432","https://openalex.org/W2141125339","https://openalex.org/W2528268528","https://openalex.org/W2966848734","https://openalex.org/W3006122021","https://openalex.org/W3013259567","https://openalex.org/W4230210808","https://openalex.org/W4248507946","https://openalex.org/W4285227336","https://openalex.org/W4377723635","https://openalex.org/W4391808528","https://openalex.org/W4395093975","https://openalex.org/W4402753874"],"related_works":[],"abstract_inverted_index":{"Integrating":[0],"multimodal":[1],"foundation":[2],"models":[3,29],"into":[4],"enterprise":[5,39],"ecosystems":[6],"presents":[7],"a":[8],"fundamental":[9],"software":[10],"architecture":[11],"challenge.":[12],"Architects":[13],"must":[14],"balance":[15],"competing":[16],"quality":[17],"attributes:":[18],"the":[19,31],"high":[20],"latency":[21],"and":[22,34,82],"non-determinism":[23],"of":[24,65],"vision":[25],"language":[26,50],"action":[27],"(VLA)":[28],"versus":[30],"strict":[32],"determinism":[33],"real-time":[35],"performance":[36],"required":[37],"by":[38],"control":[40],"loops.":[41],"In":[42],"this":[43],"study,":[44],"we":[45],"propose":[46],"an":[47],"architectural":[48,67],"pattern":[49],"for":[51],"visual":[52],"agents":[53],"that":[54],"separates":[55],"fast,":[56],"deterministic":[57],"reflexes":[58],"from":[59],"slow,":[60],"probabilistic":[61],"supervision.":[62],"It":[63],"consists":[64],"four":[66],"design":[68],"patterns:":[69],"(1)":[70],"Hybrid":[71],"Affordance":[72],"Integration,":[73],"(2)":[74],"Adaptive":[75],"Visual":[76,79],"Anchoring,":[77],"(3)":[78],"Hierarchy":[80],"Synthesis,":[81],"(4)":[83],"Semantic":[84],"Scene":[85],"Graph.":[86]},"counts_by_year":[],"updated_date":"2026-08-16T07:02:28.622633","created_date":"2026-05-02T00:00:00"}
