{"id":"https://openalex.org/W7172033318","doi":"https://doi.org/10.1145/3774521.3774538","title":"CAV Styler- Making Neural Style Transfer Interpretable and controllable","display_name":"CAV Styler- Making Neural Style Transfer Interpretable and controllable","publication_year":2025,"publication_date":"2025-12-17","ids":{"openalex":"https://openalex.org/W7172033318","doi":"https://doi.org/10.1145/3774521.3774538"},"language":null,"primary_location":{"id":"doi:10.1145/3774521.3774538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774521.3774538","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteen Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3774521.3774538","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119948021","display_name":"Sunayana Samavedam","orcid":null},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"sunayana samavedam","raw_affiliation_strings":["International Institute for Information Technology, Hyderabad, India"],"raw_orcid":"https://orcid.org/0009-0009-7175-345X","affiliations":[{"raw_affiliation_string":"International Institute for Information Technology, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119948020","display_name":"Venkat Adithya Amula","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkat Adithya Amula","raw_affiliation_strings":["IIIT Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0009-0001-1666-3429","affiliations":[{"raw_affiliation_string":"IIIT Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043227845","display_name":"Saurabh Saini","orcid":"https://orcid.org/0000-0002-8274-2379"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saurabh Saini","raw_affiliation_strings":["Amazon, Bangalore, India"],"raw_orcid":"https://orcid.org/0000-0002-8274-2379","affiliations":[{"raw_affiliation_string":"Amazon, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059937283","display_name":"Avani Gupta","orcid":"https://orcid.org/0000-0003-1262-4286"},"institutions":[{"id":"https://openalex.org/I2801277386","display_name":"Emirates Foundation","ror":"https://ror.org/05nd26619","country_code":"AE","type":"other","lineage":["https://openalex.org/I2801277386"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Avani Gupta","raw_affiliation_strings":["M42, Abu Dabhi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0003-1262-4286","affiliations":[{"raw_affiliation_string":"M42, Abu Dabhi, United Arab Emirates","institution_ids":["https://openalex.org/I2801277386"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062797994","display_name":"P. J. Narayanan","orcid":"https://orcid.org/0000-0002-7164-4917"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P J Narayanan","raw_affiliation_strings":["IIIT Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0000-0002-7164-4917","affiliations":[{"raw_affiliation_string":"IIIT Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"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":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5989000201225281},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.5788000226020813},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5737000107765198},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4823000133037567},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45419999957084656},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4156999886035919},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.41130000352859497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6906999945640564},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5989000201225281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.580299973487854},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.5788000226020813},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5737000107765198},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4823000133037567},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45419999957084656},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4156999886035919},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.41130000352859497},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3546999990940094},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.3407000005245209},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.3012999892234802},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.30070000886917114},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28130000829696655},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C8854915","wikidata":"https://www.wikidata.org/wiki/Q4350200","display_name":"Information transfer","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774521.3774538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774521.3774538","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteen Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3774521.3774538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774521.3774538","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteen Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2331128040","https://openalex.org/W2475287302","https://openalex.org/W2603777577","https://openalex.org/W2798722152","https://openalex.org/W2959891120","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2963985284","https://openalex.org/W2970036848","https://openalex.org/W2986779468","https://openalex.org/W3191346550","https://openalex.org/W3202767484","https://openalex.org/W4240805545","https://openalex.org/W4313029666","https://openalex.org/W4319300121","https://openalex.org/W4382458180","https://openalex.org/W4385764686","https://openalex.org/W4386071613","https://openalex.org/W7133238135"],"related_works":[],"abstract_inverted_index":{"Neural":[0],"Style":[1],"Transfer":[2],"(NST)":[3],"traditionally":[4],"applies":[5],"a":[6,10,107],"fixed":[7],"style":[8,59,109,122,140,173],"to":[9,93,124,142,157],"target":[11],"image,":[12],"offering":[13],"limited":[14],"control":[15,27,48,127],"over":[16,128],"its":[17],"degree,":[18],"progression,":[19],"or":[20],"variations.":[21],"Recent":[22],"methods":[23],"have":[24],"introduced":[25],"various":[26],"mechanisms":[28],"like":[29],"spatial":[30],"attention,":[31],"entropy":[32],"regularization,":[33],"and":[34,58,78,88,121,170],"latent":[35],"space":[36],"manipulation.":[37,174],"However,":[38],"these":[39],"approaches":[40,159],"lack":[41,80],"interpretable,":[42],"human-understandable":[43],"controls":[44],"for":[45,168],"fine-grained":[46,126],"stylistic":[47],"as":[49,83,118],"intermediate":[50],"stylization":[51,89,163],"is":[52,134],"typically":[53],"achieved":[54],"by":[55],"adjusting":[56],"content":[57],"losses.":[60],"Other":[61],"works":[62],"explore":[63],"interpolation":[64],"across":[65],"feature":[66],"layers,":[67],"but":[68],"they":[69],"operate":[70],"through":[71,147],"abstract":[72],"parameters":[73,87],"that":[74],"require":[75],"domain":[76],"expertise":[77],"often":[79],"intuitive":[81,169],"control,":[82],"the":[84,94,98,136],"relationship":[85],"between":[86],"remains":[90],"unclear":[91],"due":[92],"black-box":[95],"nature":[96],"of":[97],"architecture.":[99],"In":[100],"this":[101],"paper,":[102],"we":[103],"introduce":[104],"CAV":[105],"Styler,":[106],"human-interpretable":[108],"transfer":[110,141],"approach.":[111],"We":[112],"exploit":[113],"human":[114],"interpretable":[115],"concepts":[116],"such":[117],"textures,":[119],"blurs,":[120],"details":[123],"enable":[125],"stylization.":[129],"To":[130],"our":[131],"knowledge,":[132],"ours":[133],"among":[135],"first":[137],"in":[138],"image-to-image":[139],"offer":[143],"explicit":[144],"user":[145],"guidance":[146],"semantically":[148],"meaningful":[149],"parameters.":[150],"Our":[151],"method":[152],"demonstrates":[153],"superior":[154],"controllability":[155],"compared":[156],"existing":[158],"while":[160],"maintaining":[161],"competitive":[162],"quality,":[164],"opening":[165],"new":[166],"possibilities":[167],"precise":[171],"artistic":[172]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2026-08-01T00:00:00"}