{"id":"https://openalex.org/W7130713178","doi":"https://doi.org/10.48550/arxiv.2602.17481","title":"ShadAR: LLM-driven shader generation to transform visual perception in Augmented Reality","display_name":"ShadAR: LLM-driven shader generation to transform visual perception in Augmented Reality","publication_year":2026,"publication_date":"2026-02-19","ids":{"openalex":"https://openalex.org/W7130713178","doi":"https://doi.org/10.48550/arxiv.2602.17481"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.17481","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.17481","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.17481","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126521353","display_name":"Yanni Mei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mei, Yanni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126486698","display_name":"Samuel Wendt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wendt, Samuel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126501920","display_name":"Florian Mueller","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mueller, Florian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024399465","display_name":"Jan Gugenheimer","orcid":"https://orcid.org/0000-0002-6466-3845"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gugenheimer, Jan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.15119999647140503,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.15119999647140503,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.11949999630451202,"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/T11448","display_name":"Face recognition and analysis","score":0.10019999742507935,"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/shader","display_name":"Shader","score":0.9162999987602234},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.7013000249862671},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5601999759674072},{"id":"https://openalex.org/keywords/headset","display_name":"Headset","score":0.520799994468689},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.47189998626708984},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.3864000141620636},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.3718000054359436}],"concepts":[{"id":"https://openalex.org/C177681979","wikidata":"https://www.wikidata.org/wiki/Q633182","display_name":"Shader","level":3,"score":0.9162999987602234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7878999710083008},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.7013000249862671},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.6686000227928162},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5884000062942505},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5601999759674072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.54339998960495},{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.520799994468689},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.47189998626708984},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.3864000141620636},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.3718000054359436},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3571999967098236},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.34869998693466187},{"id":"https://openalex.org/C2778305236","wikidata":"https://www.wikidata.org/wiki/Q178570","display_name":"OpenGL","level":3,"score":0.3431999981403351},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.3391999900341034},{"id":"https://openalex.org/C173552908","wikidata":"https://www.wikidata.org/wiki/Q1366289","display_name":"Graphics pipeline","level":4,"score":0.33469998836517334},{"id":"https://openalex.org/C2780580889","wikidata":"https://www.wikidata.org/wiki/Q41363","display_name":"Panorama","level":2,"score":0.3287000060081482},{"id":"https://openalex.org/C160086991","wikidata":"https://www.wikidata.org/wiki/Q5939193","display_name":"Human visual system model","level":3,"score":0.32600000500679016},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29100000858306885}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.17481","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.17481","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.17481","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.17481","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6411576271057129,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Augmented":[0],"Reality":[1],"(AR)":[2],"can":[3],"simulate":[4],"various":[5],"visual":[6,25,39,55,96],"perceptions,":[7],"such":[8],"as":[9],"how":[10],"individuals":[11],"with":[12],"colorblindness":[13],"see":[14],"the":[15,79],"world.":[16],"However,":[17],"these":[18],"simulations":[19],"require":[20],"developers":[21],"to":[22,52,66,77,94],"predefine":[23],"each":[24],"effect,":[26],"limiting":[27],"flexibility.":[28],"We":[29,83],"present":[30,84],"ShadAR,":[31],"an":[32,64],"AR":[33,80],"application":[34],"enabling":[35],"real-time":[36,76],"transformation":[37],"of":[38],"perception":[40,97],"through":[41],"shader":[42,69,72,87],"generation":[43,88],"using":[44],"large":[45],"language":[46],"models":[47],"(LLMs).":[48],"ShadAR":[49],"allows":[50],"users":[51],"express":[53],"their":[54],"intent":[56],"via":[57],"natural":[58],"language,":[59],"which":[60],"is":[61,73],"interpreted":[62],"by":[63],"LLM":[65],"generate":[67],"corresponding":[68],"code.":[70],"This":[71],"then":[74],"compiled":[75],"modify":[78],"headset":[81],"viewport.":[82],"our":[85],"LLM-driven":[86],"pipeline":[89],"and":[90,100],"demonstrate":[91],"its":[92],"ability":[93],"transform":[95],"for":[98],"inclusiveness":[99],"creativity.":[101]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-02-21T00:00:00"}
